Fix replace_bos_with_pad not found #6450
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Signed-off-by: Abhinav Khattar <[email protected]>
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* [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] whitelist broken path fix. (#6412) * [TTS] whitelist broken path fix. Signed-off-by: Xuesong Yang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Xuesong Yang <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] FastPitch speaker encoder (#6417) * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * Remove wemb Signed-off-by: hsiehjackson <[email protected]> * Fix import Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Restore aligner loss Signed-off-by: hsiehjackson <[email protected]> * Add ConditionalInput Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error and support pre-trained config Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Rename config Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change copyright and random weight test Signed-off-by: hsiehjackson <[email protected]> * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix import error Signed-off-by: hsiehjackson <[email protected]> * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix dataset error Signed-off-by: hsiehjackson <[email protected]> * Remove reference speaker embedding Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove SV encoder Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix length type Signed-off-by: hsiehjackson <[email protected]> * Fix append Signed-off-by: hsiehjackson <[email protected]> * Move error msg Signed-off-by: hsiehjackson <[email protected]> * Add look-up into speaker encoder Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Add valueerror msg Signed-off-by: hsiehjackson <[email protected]> * Move lookup Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove unused Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix error Signed-off-by: hsiehjackson <[email protected]> * Rebase and Fix error Signed-off-by: hsiehjackson <[email protected]> * Fix spk encoder Signed-off-by: hsiehjackson <[email protected]> * Rename n_speakers Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix n_speakers None error Signed-off-by: hsiehjackson <[email protected]> --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Sharded manifests for tarred datasets (#6395) * testing sharded manifests Signed-off-by: Dima Rekesh <[email protected]> * compatibility Signed-off-by: Dima Rekesh <[email protected]> * proper fixes Signed-off-by: Dima Rekesh <[email protected]> * adding flag tot convert_to_tarred_audio_dataset Signed-off-by: Dima Rekesh <[email protected]> * shard_manifests conf param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * distributed checks Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes based on PR comments and tests Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes to convert_to_tarred_audio_dataset.py Signed-off-by: Dima Rekesh <[email protected]> * reversing manifest shards flag Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tests Signed-off-by: Dima Rekesh <[email protected]> * excluding manifests from webdataset url expansion Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * expand manifest paths before attempting to cache from datastore Signed-off-by: Dima Rekesh <[email protected]> * explicit use of UTF-8 for manifest i/o Signed-off-by: Dima Rekesh <[email protected]> --------- Signed-off-by: Dima Rekesh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Update wfst_text_normalization.rst (#6374) Add Hungarian (incoming in NeMo-text-processing) Signed-off-by: Jim O’Regan <[email protected]> * Support Swiglu in TP PP Conversion (#6437) (#6451) * Support Swiglu in TP PP Conversion * Guard activation * Guard activation --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * Update NeMo_TTS_Primer.ipynb (#6436) * Update NeMo_TTS_Primer.ipynb Changed a mistake in line 782. Instead of frequency band (ie. pitch) we should write frequency bin. Note that frequency bins in FFT are not related to pitch. Signed-off-by: Mostafa Ghorbandoost <[email protected]> * Update NeMo_TTS_Primer.ipynb Corrected the description of spectrogram and mel spectrogram calculations in lines 782 & 783 and added a fourth point to the description and added a reference for more mathematical details at the end of this point. Signed-off-by: Mostafa Ghorbandoost <[email protected]> --------- Signed-off-by: Mostafa Ghorbandoost <[email protected]> * add rampup batch size support for Megatron GPT (#6424) * added rampup batch size support Signed-off-by: Dmytro Pykhtar <[email protected]> * added tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * fixed the typos Signed-off-by: Dmytro Pykhtar <[email protected]> * added assertions Signed-off-by: Dmytro Pykhtar <[email protected]> * changed assertion rules Signed-off-by: Dmytro Pykhtar <[email protected]> * deleted unused imports Signed-off-by: Dmytro Pykhtar <[email protected]> * changed tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * updated rampup batch size tests Signed-off-by: Dmytro Pykhtar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed styling Signed-off-by: Dmytro Pykhtar <[email protected]> * rampup batch size tests changes Signed-off-by: Dmytro Pykhtar <[email protected]> --------- Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * Meagtron encoder decoder fix for empty validation outputs (#6459) (#6461) * 1. Meagtron encoder decoder fix for empty validation outputs. * 1. Debugging. --------- Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> * Code-Switching dataset creation - upgrading to aggregate tokenizer manifest format (#6448) * added functionality to create agg tokenizer compatible manifest for CS, flag to use this mode by default Signed-off-by: Kunal Dhawan <[email protected]> * updated README with the new agg_tokenizer_manifest flag Signed-off-by: Kunal Dhawan <[email protected]> * fixed typo in scripts/speech_recognition/code_switching/README.md Signed-off-by: Kunal Dhawan <[email protected]> * changed agg_tokenizer_manifest to is_lid_manifest Signed-off-by: Kunal Dhawan <[email protected]> --------- Signed-off-by: Kunal Dhawan <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> * Added/updated new Conformer configs (#6426) (#6467) * Update script for ngram rnnt and hat beam search decoding (#6370) * add rnnt ngram beamsearch script Signed-off-by: andrusenkoau <[email protected]> * add return encoding embedding option Signed-off-by: andrusenkoau <[email protected]> * update script Signed-off-by: andrusenkoau <[email protected]> * add rnnt and hat ngram decoding script Signed-off-by: andrusenkoau <[email protected]> * add some parameters Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add return_encoder_embeddings parameter to RNNTDecodingConfig Signed-off-by: andrusenkoau <[email protected]> * replace return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * generalization of scipt behavior Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * add manual encoder_embeddings calculation Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix beam_width value to 8 Signed-off-by: Andrei Andrusenko <[email protected]> * fix rescoring description Signed-off-by: Andrei Andrusenko <[email protected]> --------- Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> * BERT pre-training mp fork to spawn (#6442) (#6454) * change bert fork to spawn * num_workers=0 fix --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * fix replace_bos_with_pad not found (#6443) (#6450) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * reduce workers on NMT CI (#6472) (#6474) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * 1. Added KERPLE positional embeddings to encoder-decoder. Signed-off-by: Micha Livne <[email protected]> * 1. Added a missing file. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixing commits. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. * 1. Debugging. * 1. Debugging. * 1. Debugging. --------- Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]>
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* [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] whitelist broken path fix. (#6412) * [TTS] whitelist broken path fix. Signed-off-by: Xuesong Yang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Xuesong Yang <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] FastPitch speaker encoder (#6417) * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * Remove wemb Signed-off-by: hsiehjackson <[email protected]> * Fix import Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Restore aligner loss Signed-off-by: hsiehjackson <[email protected]> * Add ConditionalInput Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error and support pre-trained config Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Rename config Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change copyright and random weight test Signed-off-by: hsiehjackson <[email protected]> * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix import error Signed-off-by: hsiehjackson <[email protected]> * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix dataset error Signed-off-by: hsiehjackson <[email protected]> * Remove reference speaker embedding Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove SV encoder Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix length type Signed-off-by: hsiehjackson <[email protected]> * Fix append Signed-off-by: hsiehjackson <[email protected]> * Move error msg Signed-off-by: hsiehjackson <[email protected]> * Add look-up into speaker encoder Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Add valueerror msg Signed-off-by: hsiehjackson <[email protected]> * Move lookup Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove unused Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix error Signed-off-by: hsiehjackson <[email protected]> * Rebase and Fix error Signed-off-by: hsiehjackson <[email protected]> * Fix spk encoder Signed-off-by: hsiehjackson <[email protected]> * Rename n_speakers Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix n_speakers None error Signed-off-by: hsiehjackson <[email protected]> --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Sharded manifests for tarred datasets (#6395) * testing sharded manifests Signed-off-by: Dima Rekesh <[email protected]> * compatibility Signed-off-by: Dima Rekesh <[email protected]> * proper fixes Signed-off-by: Dima Rekesh <[email protected]> * adding flag tot convert_to_tarred_audio_dataset Signed-off-by: Dima Rekesh <[email protected]> * shard_manifests conf param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * distributed checks Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes based on PR comments and tests Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes to convert_to_tarred_audio_dataset.py Signed-off-by: Dima Rekesh <[email protected]> * reversing manifest shards flag Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tests Signed-off-by: Dima Rekesh <[email protected]> * excluding manifests from webdataset url expansion Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * expand manifest paths before attempting to cache from datastore Signed-off-by: Dima Rekesh <[email protected]> * explicit use of UTF-8 for manifest i/o Signed-off-by: Dima Rekesh <[email protected]> --------- Signed-off-by: Dima Rekesh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Update wfst_text_normalization.rst (#6374) Add Hungarian (incoming in NeMo-text-processing) Signed-off-by: Jim O’Regan <[email protected]> * Support Swiglu in TP PP Conversion (#6437) (#6451) * Support Swiglu in TP PP Conversion * Guard activation * Guard activation --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * Update NeMo_TTS_Primer.ipynb (#6436) * Update NeMo_TTS_Primer.ipynb Changed a mistake in line 782. Instead of frequency band (ie. pitch) we should write frequency bin. Note that frequency bins in FFT are not related to pitch. Signed-off-by: Mostafa Ghorbandoost <[email protected]> * Update NeMo_TTS_Primer.ipynb Corrected the description of spectrogram and mel spectrogram calculations in lines 782 & 783 and added a fourth point to the description and added a reference for more mathematical details at the end of this point. Signed-off-by: Mostafa Ghorbandoost <[email protected]> --------- Signed-off-by: Mostafa Ghorbandoost <[email protected]> * add rampup batch size support for Megatron GPT (#6424) * added rampup batch size support Signed-off-by: Dmytro Pykhtar <[email protected]> * added tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * fixed the typos Signed-off-by: Dmytro Pykhtar <[email protected]> * added assertions Signed-off-by: Dmytro Pykhtar <[email protected]> * changed assertion rules Signed-off-by: Dmytro Pykhtar <[email protected]> * deleted unused imports Signed-off-by: Dmytro Pykhtar <[email protected]> * changed tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * updated rampup batch size tests Signed-off-by: Dmytro Pykhtar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed styling Signed-off-by: Dmytro Pykhtar <[email protected]> * rampup batch size tests changes Signed-off-by: Dmytro Pykhtar <[email protected]> --------- Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * Meagtron encoder decoder fix for empty validation outputs (#6459) (#6461) * 1. Meagtron encoder decoder fix for empty validation outputs. * 1. Debugging. --------- Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> * Code-Switching dataset creation - upgrading to aggregate tokenizer manifest format (#6448) * added functionality to create agg tokenizer compatible manifest for CS, flag to use this mode by default Signed-off-by: Kunal Dhawan <[email protected]> * updated README with the new agg_tokenizer_manifest flag Signed-off-by: Kunal Dhawan <[email protected]> * fixed typo in scripts/speech_recognition/code_switching/README.md Signed-off-by: Kunal Dhawan <[email protected]> * changed agg_tokenizer_manifest to is_lid_manifest Signed-off-by: Kunal Dhawan <[email protected]> --------- Signed-off-by: Kunal Dhawan <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> * Added/updated new Conformer configs (#6426) (#6467) * Update script for ngram rnnt and hat beam search decoding (#6370) * add rnnt ngram beamsearch script Signed-off-by: andrusenkoau <[email protected]> * add return encoding embedding option Signed-off-by: andrusenkoau <[email protected]> * update script Signed-off-by: andrusenkoau <[email protected]> * add rnnt and hat ngram decoding script Signed-off-by: andrusenkoau <[email protected]> * add some parameters Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add return_encoder_embeddings parameter to RNNTDecodingConfig Signed-off-by: andrusenkoau <[email protected]> * replace return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * generalization of scipt behavior Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * add manual encoder_embeddings calculation Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix beam_width value to 8 Signed-off-by: Andrei Andrusenko <[email protected]> * fix rescoring description Signed-off-by: Andrei Andrusenko <[email protected]> --------- Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> * BERT pre-training mp fork to spawn (#6442) (#6454) * change bert fork to spawn * num_workers=0 fix --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * fix replace_bos_with_pad not found (#6443) (#6450) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * reduce workers on NMT CI (#6472) (#6474) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * 1. Added KERPLE positional embeddings to encoder-decoder. Signed-off-by: Micha Livne <[email protected]> * 1. Added a missing file. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixing commits. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. * 1. Debugging. * 1. Debugging. * 1. Debugging. --------- Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]>
michalivne
added a commit
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this pull request
Apr 24, 2023
* [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) --------- * [TTS] whitelist broken path fix. (#6412) * [TTS] whitelist broken path fix. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- * [TTS] FastPitch speaker encoder (#6417) * Add initial codes * Remove wemb * Fix import * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Restore aligner loss * Add ConditionalInput * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error and support pre-trained config * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Rename config * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change copyright and random weight test * Add initial codes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix import error * Add initial codes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix dataset error * Remove reference speaker embedding * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove SV encoder * Follow comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix length type * Fix append * Move error msg * Add look-up into speaker encoder * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add valueerror msg * Move lookup * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove unused * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error * Rebase and Fix error * Fix spk encoder * Rename n_speakers * Follow comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix n_speakers None error --------- * Sharded manifests for tarred datasets (#6395) * testing sharded manifests * compatibility * proper fixes * adding flag tot convert_to_tarred_audio_dataset * shard_manifests conf param * propagating the shard_manifests param * propagating the shard_manifests param * distributed checks * typo * typo * fixes * fixes * fixes * fixes * fixes * fixes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes based on PR comments and tests * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes to convert_to_tarred_audio_dataset.py * reversing manifest shards flag * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tests * excluding manifests from webdataset url expansion * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * expand manifest paths before attempting to cache from datastore * explicit use of UTF-8 for manifest i/o --------- * Update wfst_text_normalization.rst (#6374) Add Hungarian (incoming in NeMo-text-processing) * Support Swiglu in TP PP Conversion (#6437) (#6451) * Support Swiglu in TP PP Conversion * Guard activation * Guard activation --------- * Update NeMo_TTS_Primer.ipynb (#6436) * Update NeMo_TTS_Primer.ipynb Changed a mistake in line 782. Instead of frequency band (ie. pitch) we should write frequency bin. Note that frequency bins in FFT are not related to pitch. * Update NeMo_TTS_Primer.ipynb Corrected the description of spectrogram and mel spectrogram calculations in lines 782 & 783 and added a fourth point to the description and added a reference for more mathematical details at the end of this point. --------- * add rampup batch size support for Megatron GPT (#6424) * added rampup batch size support * added tests for rampup batch size * fixed the typos * added assertions * changed assertion rules * deleted unused imports * changed tests for rampup batch size * updated rampup batch size tests * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed styling * rampup batch size tests changes --------- * Meagtron encoder decoder fix for empty validation outputs (#6459) (#6461) * 1. Meagtron encoder decoder fix for empty validation outputs. * 1. Debugging. --------- * Code-Switching dataset creation - upgrading to aggregate tokenizer manifest format (#6448) * added functionality to create agg tokenizer compatible manifest for CS, flag to use this mode by default * updated README with the new agg_tokenizer_manifest flag * fixed typo in scripts/speech_recognition/code_switching/README.md * changed agg_tokenizer_manifest to is_lid_manifest --------- * Added/updated new Conformer configs (#6426) (#6467) * Update script for ngram rnnt and hat beam search decoding (#6370) * add rnnt ngram beamsearch script * add return encoding embedding option * update script * add rnnt and hat ngram decoding script * add some parameters * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add return_encoder_embeddings parameter to RNNTDecodingConfig * replace return_encoder_embeddings parameter * generalization of scipt behavior * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove return_encoder_embeddings parameter * remove return_encoder_embeddings parameter * add manual encoder_embeddings calculation * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix beam_width value to 8 * fix rescoring description --------- * BERT pre-training mp fork to spawn (#6442) (#6454) * change bert fork to spawn * num_workers=0 fix --------- * fix replace_bos_with_pad not found (#6443) (#6450) * reduce workers on NMT CI (#6472) (#6474) * 1. Added KERPLE positional embeddings to encoder-decoder. * 1. Added a missing file. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixing commits. * 1. Debugging. * 1. Debugging. * 1. Debugging. * 1. Debugging. --------- Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]>
hsiehjackson
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that referenced
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Jun 2, 2023
Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]>
hsiehjackson
added a commit
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Jun 2, 2023
* [TTS] FastPitch adapter fine-tune and conditional layer normalization (NVIDIA#6416) [TTS] FastPitch adapter fine-tune and conditional layer normalization (NVIDIA#6416) --------- * [TTS] whitelist broken path fix. (NVIDIA#6412) * [TTS] whitelist broken path fix. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- * [TTS] FastPitch speaker encoder (NVIDIA#6417) * Add initial codes * Remove wemb * Fix import * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Restore aligner loss * Add ConditionalInput * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error and support pre-trained config * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Rename config * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change copyright and random weight test * Add initial codes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix import error * Add initial codes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix dataset error * Remove reference speaker embedding * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove SV encoder * Follow comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix length type * Fix append * Move error msg * Add look-up into speaker encoder * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add valueerror msg * Move lookup * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove unused * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error * Rebase and Fix error * Fix spk encoder * Rename n_speakers * Follow comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix n_speakers None error --------- * Sharded manifests for tarred datasets (NVIDIA#6395) * testing sharded manifests * compatibility * proper fixes * adding flag tot convert_to_tarred_audio_dataset * shard_manifests conf param * propagating the shard_manifests param * propagating the shard_manifests param * distributed checks * typo * typo * fixes * fixes * fixes * fixes * fixes * fixes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes based on PR comments and tests * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes to convert_to_tarred_audio_dataset.py * reversing manifest shards flag * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tests * excluding manifests from webdataset url expansion * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * expand manifest paths before attempting to cache from datastore * explicit use of UTF-8 for manifest i/o --------- * Update wfst_text_normalization.rst (NVIDIA#6374) Add Hungarian (incoming in NeMo-text-processing) * Support Swiglu in TP PP Conversion (NVIDIA#6437) (NVIDIA#6451) * Support Swiglu in TP PP Conversion * Guard activation * Guard activation --------- * Update NeMo_TTS_Primer.ipynb (NVIDIA#6436) * Update NeMo_TTS_Primer.ipynb Changed a mistake in line 782. Instead of frequency band (ie. pitch) we should write frequency bin. Note that frequency bins in FFT are not related to pitch. * Update NeMo_TTS_Primer.ipynb Corrected the description of spectrogram and mel spectrogram calculations in lines 782 & 783 and added a fourth point to the description and added a reference for more mathematical details at the end of this point. --------- * add rampup batch size support for Megatron GPT (NVIDIA#6424) * added rampup batch size support * added tests for rampup batch size * fixed the typos * added assertions * changed assertion rules * deleted unused imports * changed tests for rampup batch size * updated rampup batch size tests * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed styling * rampup batch size tests changes --------- * Meagtron encoder decoder fix for empty validation outputs (NVIDIA#6459) (NVIDIA#6461) * 1. Meagtron encoder decoder fix for empty validation outputs. * 1. Debugging. --------- * Code-Switching dataset creation - upgrading to aggregate tokenizer manifest format (NVIDIA#6448) * added functionality to create agg tokenizer compatible manifest for CS, flag to use this mode by default * updated README with the new agg_tokenizer_manifest flag * fixed typo in scripts/speech_recognition/code_switching/README.md * changed agg_tokenizer_manifest to is_lid_manifest --------- * Added/updated new Conformer configs (NVIDIA#6426) (NVIDIA#6467) * Update script for ngram rnnt and hat beam search decoding (NVIDIA#6370) * add rnnt ngram beamsearch script * add return encoding embedding option * update script * add rnnt and hat ngram decoding script * add some parameters * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add return_encoder_embeddings parameter to RNNTDecodingConfig * replace return_encoder_embeddings parameter * generalization of scipt behavior * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove return_encoder_embeddings parameter * remove return_encoder_embeddings parameter * add manual encoder_embeddings calculation * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix beam_width value to 8 * fix rescoring description --------- * BERT pre-training mp fork to spawn (NVIDIA#6442) (NVIDIA#6454) * change bert fork to spawn * num_workers=0 fix --------- * fix replace_bos_with_pad not found (NVIDIA#6443) (NVIDIA#6450) * reduce workers on NMT CI (NVIDIA#6472) (NVIDIA#6474) * 1. Added KERPLE positional embeddings to encoder-decoder. * 1. Added a missing file. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixing commits. * 1. Debugging. * 1. Debugging. * 1. Debugging. * 1. Debugging. --------- Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]>
ekmb
added a commit
that referenced
this pull request
Jun 12, 2023
…d Flash Attention (#6666) * move to nvidia megatron repo (#6465) (#6475) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Megatron KERPLE positional embeddings (#6478) (#6480) * [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) --------- * [TTS] whitelist broken path fix. (#6412) * [TTS] whitelist broken path fix. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- * [TTS] FastPitch speaker encoder (#6417) * Add initial codes * Remove wemb * Fix import * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Restore aligner loss * Add ConditionalInput * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error and support pre-trained config * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Rename config * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change copyright and random weight test * Add initial codes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix import error * Add initial codes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix dataset error * Remove reference speaker embedding * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove SV encoder * Follow comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix length type * Fix append * Move error msg * Add look-up into speaker encoder * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add valueerror msg * Move lookup * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove unused * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error * Rebase and Fix error * Fix spk encoder * Rename n_speakers * Follow comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix n_speakers None error --------- * Sharded manifests for tarred datasets (#6395) * testing sharded manifests * compatibility * proper fixes * adding flag tot convert_to_tarred_audio_dataset * shard_manifests conf param * propagating the shard_manifests param * propagating the shard_manifests param * distributed checks * typo * typo * fixes * fixes * fixes * fixes * fixes * fixes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes based on PR comments and tests * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes to convert_to_tarred_audio_dataset.py * reversing manifest shards flag * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tests * excluding manifests from webdataset url expansion * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * expand manifest paths before attempting to cache from datastore * explicit use of UTF-8 for manifest i/o --------- * Update wfst_text_normalization.rst (#6374) Add Hungarian (incoming in NeMo-text-processing) * Support Swiglu in TP PP Conversion (#6437) (#6451) * Support Swiglu in TP PP Conversion * Guard activation * Guard activation --------- * Update NeMo_TTS_Primer.ipynb (#6436) * Update NeMo_TTS_Primer.ipynb Changed a mistake in line 782. Instead of frequency band (ie. pitch) we should write frequency bin. Note that frequency bins in FFT are not related to pitch. * Update NeMo_TTS_Primer.ipynb Corrected the description of spectrogram and mel spectrogram calculations in lines 782 & 783 and added a fourth point to the description and added a reference for more mathematical details at the end of this point. --------- * add rampup batch size support for Megatron GPT (#6424) * added rampup batch size support * added tests for rampup batch size * fixed the typos * added assertions * changed assertion rules * deleted unused imports * changed tests for rampup batch size * updated rampup batch size tests * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed styling * rampup batch size tests changes --------- * Meagtron encoder decoder fix for empty validation outputs (#6459) (#6461) * 1. Meagtron encoder decoder fix for empty validation outputs. * 1. Debugging. --------- * Code-Switching dataset creation - upgrading to aggregate tokenizer manifest format (#6448) * added functionality to create agg tokenizer compatible manifest for CS, flag to use this mode by default * updated README with the new agg_tokenizer_manifest flag * fixed typo in scripts/speech_recognition/code_switching/README.md * changed agg_tokenizer_manifest to is_lid_manifest --------- * Added/updated new Conformer configs (#6426) (#6467) * Update script for ngram rnnt and hat beam search decoding (#6370) * add rnnt ngram beamsearch script * add return encoding embedding option * update script * add rnnt and hat ngram decoding script * add some parameters * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add return_encoder_embeddings parameter to RNNTDecodingConfig * replace return_encoder_embeddings parameter * generalization of scipt behavior * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove return_encoder_embeddings parameter * remove return_encoder_embeddings parameter * add manual encoder_embeddings calculation * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix beam_width value to 8 * fix rescoring description --------- * BERT pre-training mp fork to spawn (#6442) (#6454) * change bert fork to spawn * num_workers=0 fix --------- * fix replace_bos_with_pad not found (#6443) (#6450) * reduce workers on NMT CI (#6472) (#6474) * 1. Added KERPLE positional embeddings to encoder-decoder. * 1. Added a missing file. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixing commits. * 1. Debugging. * 1. Debugging. * 1. Debugging. * 1. Debugging. --------- Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Fix an invalid link in get_data.py of ljspeech (#6456) Usage of the link in line 63 leads to downloading a html file not a tsv file, so we need to change it to a raw link. Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * 1. Added external index sample. (#6462) (#6483) Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Update README to add core installation (#6488) (#6489) * update README for megatron-core * fix --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Fix cache aware hybrid bugs (#6466) (#6484) Signed-off-by: hsiehjackson <[email protected]> * Fix typos (#6494) (#6495) Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add disclaimer about dataset for ASR (#6496) Signed-off-by: smajumdar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * fix (#6502) datastore_path_to_webdataset_url(p) if is_datastore_path(p) and is_tarred_path(p) else p NameError: name 'is_tarred_path' is not defined Co-authored-by: George <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * fix broken links r1.18.0 (#6501) (#6504) * fix broken links * fix broken links --------- Signed-off-by: Evelina <[email protected]> Co-authored-by: Evelina <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Create functions for TTS preprocessing without dataloader (#6317) * [TTS] Create functions for TTS preprocessing without dataloader Signed-off-by: Ryan <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Cache aware streaming nfa (#6209) * add cache aware streaming to nemo aligner Signed-off-by: Slyne Deng <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamps generator (#6499) * [BugFix] _get_batch_preds() is forced to keep logits in decoder timestamps generators Signed-off-by: Taejin Park <[email protected]> * Ingnore keep_logits boolean in FrameASRBatchLogits Signed-off-by: Taejin Park <[email protected]> --------- Signed-off-by: Taejin Park <[email protected]> Co-authored-by: Jagadeesh Balam <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Fix FastPitch energy code (#6511) Signed-off-by: Ryan <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * fix custom forward_torch_softmax (#6512) (#6517) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * [TTS] fixed broken path. (#6514) (#6518) Signed-off-by: Xuesong Yang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Fix normalization of impulse response in ImpulsePerturbation (#6505) Signed-off-by: Ante Jukić <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add interleaved pp support (#6498) * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Switch to megatron core Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * Fix typos (#6523) * Fix typos Signed-off-by: smajumdar <[email protected]> * Fix typos Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * New noise_norm perturbation based on Riva work (#6445) * Initial commit for new noise_norm perturbation Signed-off-by: Daniel Egert <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Minor fix to random seed in perturb Signed-off-by: Daniel Egert <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Updated code to reflect feedback Signed-off-by: Daniel Egert <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Updates for feedback given by code reviewers Signed-off-by: Daniel Egert <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Updates in response to PR feedback Signed-off-by: Daniel Egert <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Added comment about ref_mic being None Signed-off-by: Daniel Egert <[email protected]> * Updated perturb to use inspect module Signed-off-by: Daniel Egert <[email protected]> --------- Signed-off-by: Daniel Egert <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Add script for computing feature stats (#6508) * [TTS] Add script for computing feature stats Signed-off-by: Ryan <[email protected]> * [TTS] Add overwrite config Signed-off-by: Ryan <[email protected]> --------- Signed-off-by: Ryan <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add Frame-VAD model and datasets (#6441) * add model, dataset, necessary utils and tests Signed-off-by: stevehuang52 <[email protected]> * fix tarred data Signed-off-by: stevehuang52 <[email protected]> * fix typo Signed-off-by: stevehuang52 <[email protected]> * update docstring Signed-off-by: stevehuang52 <[email protected]> * update doc Signed-off-by: stevehuang52 <[email protected]> * update doc Signed-off-by: stevehuang52 <[email protected]> * update pretrained model info Signed-off-by: stevehuang52 <[email protected]> --------- Signed-off-by: stevehuang52 <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Support dynamic length batches with GPT SFT (#6510) * Support synamic length with GPT SFT Signed-off-by: Abhinav Khattar <[email protected]> * make branch functional Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * added back the fast emit section to the configs. (#6540) (#6542) * added back the fast emit section to the configs. * added back the fast emit section to the configs. --------- Signed-off-by: Vahid <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * removing unnessary avoid_bfloat16_autocast_context (#6481) Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * FC models in menu (#6473) * FC models in menu Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Dima Rekesh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Add tutorials for FastPitch TTS speaker adaptation with adapters (#6431) * Add tts adapter tutorial Signed-off-by: hsiehjackson <[email protected]> * Update main tutorial Signed-off-by: hsiehjackson <[email protected]> * Add tts adapter tutorial Signed-off-by: hsiehjackson <[email protected]> * Update main tutorial Signed-off-by: hsiehjackson <[email protected]> * Update tutorial Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments Signed-off-by: hsiehjackson <[email protected]> * Fix load .nemo error Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Support multi-speaker fine-tune Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments Signed-off-by: hsiehjackson <[email protected]> * Use .nemo Signed-off-by: hsiehjackson <[email protected]> * Follow Comments Signed-off-by: hsiehjackson <[email protected]> * Fix bug Signed-off-by: hsiehjackson <[email protected]> * Fix bug Signed-off-by: hsiehjackson <[email protected]> * Fix bug Signed-off-by: hsiehjackson <[email protected]> * Add precomputed speaker emb Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix space Signed-off-by: hsiehjackson <[email protected]> * Remove repeated argument Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * optional batch size Signed-off-by: hsiehjackson <[email protected]> * Fix comments in notebook Signed-off-by: hsiehjackson <[email protected]> --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Create initial TTS dataset feature processors (#6507) Signed-off-by: Ryan <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * fix (#6529) (#6546) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add FastConformer Hybrid ASR models for EN, ES, IT, DE, PL, HR, UA, BY (#6549) (#6553) * Added fastconfomer hybrid asr models for en, es, it, de, pl, hr, ua, by * updated ASR docs with the fastconformer hybrid checkpoints * added the fastconformer RNNT and CTC models --------- Signed-off-by: KunalDhawan <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add scores for FastConformer models (#6557) (#6558) Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Fix fp16 (#6543) (#6544) Signed-off-by: MaximumEntropy <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Patch transcribe and support offline transcribe for hybrid model (#6550) (#6559) Signed-off-by: fayejf <[email protected]> Co-authored-by: fayejf <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Fix notebook bad json (#6561) Signed-off-by: smajumdar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Change Megatron Enc Dec model to use persistent_workers (#6548) (#6552) * persistent workers * fix --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Make KenLM with PC for AggregateTokenizer and merge it (#6081) * do_lowercase, rm_punctuation Signed-off-by: Nikolay Karpov <[email protected]> * support beam_strategy = beam Signed-off-by: Nikolay Karpov <[email protected]> * black Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix config and^Cunctuation capitalization Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * rm math Signed-off-by: Nikolay Karpov <[email protected]> * update kenlm Signed-off-by: Nikolay Karpov <[email protected]> * black Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add opengrm Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * mv install_beamsearch_decoders Signed-off-by: Nikolay Karpov <[email protected]> * punctuation_to_preserve Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Only tikenizer opion Signed-off-by: Nikolay Karpov <[email protected]> * Black Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * DEFAULT_TOKEN_OFFSET Signed-off-by: Nikolay Karpov <[email protected]> * aggregate_tokenizer Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * install kenlm with more than 5gram Signed-off-by: Nikolay Karpov <[email protected]> * install_beamsearch_decoders Signed-off-by: Nikolay Karpov <[email protected]> * ngram_bin_path kenlm_bin_path Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * black Signed-off-by: Nikolay Karpov <[email protected]> * fix greedy PC bug Signed-off-by: Nikolay Karpov <[email protected]> * move global params Signed-off-by: Nikolay Karpov <[email protected]> * fix description and perplexity Signed-off-by: Nikolay Karpov <[email protected]> * fix description Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * NEMO_PATH Signed-off-by: Nikolay Karpov <[email protected]> * nemo:23.01 Signed-off-by: Nikolay Karpov <[email protected]> * License Signed-off-by: Nikolay Karpov <[email protected]> * description Signed-off-by: Nikolay Karpov <[email protected]> * isinstance Signed-off-by: Nikolay Karpov <[email protected]> * refactor kenlm stdin Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * black Signed-off-by: Nikolay Karpov <[email protected]> * add cmd arg Signed-off-by: Nikolay Karpov <[email protected]> * use new iter_files Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * EncDecHybridRNNTCTCModel Signed-off-by: Nikolay Karpov <[email protected]> * punctuation Signed-off-by: Nikolay Karpov <[email protected]> * train_kenlm args Signed-off-by: Nikolay Karpov <[email protected]> * add docstrings Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add ngram_merge docs Signed-off-by: Nikolay Karpov <[email protected]> * ngram_prune Signed-off-by: Nikolay Karpov <[email protected]> * rename to ngram_merge Signed-off-by: Nikolay Karpov <[email protected]> * rename to ngram Signed-off-by: Nikolay Karpov <[email protected]> * add comments Signed-off-by: Nikolay Karpov <[email protected]> * Ngram Signed-off-by: Nikolay Karpov <[email protected]> * nemo_model_file Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * install_opengrm_ngram Signed-off-by: Nikolay Karpov <[email protected]> * install opengrm Signed-off-by: Nikolay Karpov <[email protected]> * rename to install_opengrm.sh Signed-off-by: Nikolay Karpov <[email protected]> * rm extra import Signed-off-by: Nikolay Karpov <[email protected]> * train_paths Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * text_processing Signed-off-by: Nikolay Karpov <[email protected]> * fix ngram_bin_path Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * DECODERS_PATH Signed-off-by: Nikolay Karpov <[email protected]> * farcompile Signed-off-by: Nikolay Karpov <[email protected]> * rm text processing Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * text_processing Signed-off-by: Nikolay Karpov <[email protected]> * AggregateTokenizer.DummyTokenizer Signed-off-by: Nikolay Karpov <[email protected]> * comments Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * TextProcessingConfig Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * typo Signed-off-by: Nikolay Karpov <[email protected]> * doc Signed-off-by: Nikolay Karpov <[email protected]> * types Signed-off-by: Nikolay Karpov <[email protected]> * nemo_model_file Signed-off-by: Nikolay Karpov <[email protected]> * rm assert Signed-off-by: Nikolay Karpov <[email protected]> * import kenlm_utils Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * return None Signed-off-by: Nikolay Karpov <[email protected]> * Copyright Signed-off-by: Nikolay Karpov <[email protected]> * 2022 Signed-off-by: Nikolay Karpov <[email protected]> * 2023 Signed-off-by: Nikolay Karpov <[email protected]> --------- Signed-off-by: Nikolay Karpov <[email protected]> Signed-off-by: Nikolay Karpov <[email protected]> Co-authored-by: Nikolay Karpov <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * fix for running on 1 GPU. Signed-off-by: hsiehjackson <[email protected]> * temp rtd fix (#6568) (#6569) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Add script for mapping speaker names to indices (#6509) Signed-off-by: Ryan <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * whitespace (#6574) Signed-off-by: Nikolay Karpov <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Update manifest.py for speedup (#6565) (#6573) * Update manifest.py Re-order the checks for faster processing audio filepaths that are already absolute paths * Update manifest.py --------- Signed-off-by: He Huang (Steve) <[email protected]> Co-authored-by: He Huang (Steve) <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * More streaming conformer export fixes (#6567) (#6578) Signed-off-by: Greg Clark <[email protected]> Co-authored-by: Greg Clark <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * user selected max_seq_len should be less than model's max_seq_len (#6333) (#6386) * user selection should not break model max limit * eval max seq length --------- Signed-off-by: arendu <[email protected]> Signed-off-by: Adi Renduchintala <[email protected]> Co-authored-by: Adi Renduchintala <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> Co-authored-by: Eric Harper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Framework for PEFT via mixins (#6391) * init commit ptuning via mixin Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updates Signed-off-by: arendu <[email protected]> * gpt ptuning places virtual tokens on the left only Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * encoder input modified when pre_process is true Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * optimizer group and state dict updates Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * adapter ptuning working for pp>1 Signed-off-by: arendu <[email protected]> * adapter defaults Signed-off-by: arendu <[email protected]> * adapter ptuining config defaults Signed-off-by: arendu <[email protected]> * training works Signed-off-by: arendu <[email protected]> * loading and saving adapter only params during training Signed-off-by: arendu <[email protected]> * added checks and comments Signed-off-by: arendu <[email protected]> * clean up Signed-off-by: arendu <[email protected]> * checks for grad is None before calling all_reduce Signed-off-by: arendu <[email protected]> * load adapter .nemo file working Signed-off-by: arendu <[email protected]> * resume training for adapters Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * peft tuning Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * minor Signed-off-by: arendu <[email protected]> * file not needed Signed-off-by: arendu <[email protected]> * undo prompt learning dataset changes Signed-off-by: arendu <[email protected]> * undo updates to gpt prompt learning model Signed-off-by: arendu <[email protected]> * naming updates Signed-off-by: arendu <[email protected]> * decoding Signed-off-by: arendu <[email protected]> * predict_step in gpt_sft_model Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updates Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * removed inference from tuning config Signed-off-by: arendu <[email protected]> * no test in peft training Signed-off-by: arendu <[email protected]> * answer only loss and correct defaults for val_loss Signed-off-by: arendu <[email protected]> * hybrid adapters and ptuning Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * eval working.. Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * prepending tokens for ptuning Signed-off-by: arendu <[email protected]> * cleaned up eval config Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * clean up Signed-off-by: arendu <[email protected]> * update Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * default prompt template Signed-off-by: arendu <[email protected]> * Lora added Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Support synamic length with GPT SFT Signed-off-by: Abhinav Khattar <[email protected]> * make branch functional Signed-off-by: Abhinav Khattar <[email protected]> * defaults to max_pad_length=False in GPT SFT dataset Signed-off-by: arendu <[email protected]> * adapter parallel_adapters to support Lora Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * added early stopping by default Signed-off-by: arendu <[email protected]> * eval script for peft and eval config. bug fixes in predict step and added out_features to t5 adapter config Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updates Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updates Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * docs Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * better defaults Signed-off-by: arendu <[email protected]> * updates Signed-off-by: arendu <[email protected]> * update Signed-off-by: arendu <[email protected]> * docs Signed-off-by: arendu <[email protected]> --------- Signed-off-by: arendu <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: Adi Renduchintala <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * cache and reuse inputs (#6422) (#6452) Co-authored-by: Sangkug Lym <[email protected]> Co-authored-by: Eric Harper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add patches for Virtual Parallel conversion (#6589) * Add patches for Virtual Parllel conversion Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * Pass `.scale` instead of scaler object to core (#6551) * pass .scale instead of scaler object to core (#6545) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Update megatron_gpt_model.py Signed-off-by: Abhinav Khattar <[email protected]> * scale changes for main Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Documentation for ASR-TTS models (#6594) (#6595) * Add docs about hybrid ASR-TTS models * Add docs about text-only datasets * Add docs about ASR-TTS checkpoints * Add docs about ASR-TTS configs and training * Clean up * ASR-TTS docs: add to api, fix imports * Clean up * Wrap optional import * Revert general ASR import --------- Signed-off-by: Vladimir Bataev <[email protected]> Co-authored-by: Vladimir Bataev <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Fix aligner nan loss in fp32 (#6435) * Fix nan loss in fp32 Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * Update SDP docs (#6485) (#6596) * add info about SDP e.g. processor classes in docs * add link to SDP docs in README * address code review comments and add SDP overview diagram * Fix spelling typo --------- Signed-off-by: Elena Rastorgueva <[email protected]> Co-authored-by: Elena Rastorgueva <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Bug/typo fixes (#6599) Signed-off-by: Igor Gitman <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Manual garbage collection with an interval (#6469) (#6482) * Manual garbage collection with an interval * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * use trainer.global_step for tracking the interval of GC --------- Signed-off-by: Sangkug Lym <[email protected]> Co-authored-by: Sangkug Lym <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Make tensor split contiguous (#6580) (#6593) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * [ASR] Fix for old models in change_attention_model (#6608) * fixes Signed-off-by: sam1373 <[email protected]> * done already Signed-off-by: sam1373 <[email protected]> --------- Signed-off-by: sam1373 <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Update manifest.py to use os.path for get_full_path (#6598) * Update manifest.py to use os.path for get_full_path Signed-off-by: He Huang (Steve) <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update manifest.py to get rid of pathlib Signed-off-by: He Huang (Steve) <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update manifest.py Signed-off-by: He Huang (Steve) <[email protected]> * Update manifest.py Signed-off-by: He Huang (Steve) <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: He Huang (Steve) <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Vahid Noroozi <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Cherry pick commits in #6601 to main (#6611) * fix write Signed-off-by: fayejf <[email protected]> * decoding ctc Signed-off-by: fayejf <[email protected]> * temp set rnnt decoding return_best_hypothesis to true Signed-off-by: fayejf <[email protected]> * add wer cal back to transcribe_speech as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_rnnt as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_ctc as requested Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * reflect change in asr_evaluator Signed-off-by: fayejf <[email protected]> * reflect som and vahid comment Signed-off-by: fayejf <[email protected]> * remove return_best_hy=true in transcribe_speech Signed-off-by: fayejf <[email protected]> * no text skip Signed-off-by: fayejf <[email protected]> * revert partial Signed-off-by: fayejf <[email protected]> --------- Signed-off-by: fayejf <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Create dummy iters to satisy len checks (#6600) (#6603) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * add GPT eval mode fix for interleaved to main (#6610) Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Fix batch size reconf for T5 FT for multi-validation (#6582) (#6588) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Not doing CastToFloat by default (#6524) (#6563) * Not doing CastToFloat by default * Added docustring * Dummy commit --------- Signed-off-by: Boris Fomitchev <[email protected]> Co-authored-by: Boris Fomitchev <[email protected]> Co-authored-by: Eric Harper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Turn autocast off when precision is fp32 (#6576) * Turn autocast off when precision is fp32 (#6554) * Turn autocast off when precision is fp32 Signed-off-by: Abhinav Khattar <[email protected]> * address review Signed-off-by: Abhinav Khattar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes Signed-off-by: Abhinav Khattar <[email protected]> * merge Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * correct auto-merge Signed-off-by: Abhinav Khattar <[email protected]> * correct auto-merge Signed-off-by: Abhinav Khattar <[email protected]> * add to GPT SFT Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * update core commit hash in readme (#6622) (#6623) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * add hat image to docs (#6619) (#6621) Signed-off-by: andrusenkoau <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Allow indices exchange via distributed (#6618) (#6624) Signed-off-by: Mikołaj Błaż <[email protected]> Co-authored-by: mikolajblaz <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Offline and streaming inference support for hybrid model (#6570) * streaming buffered for hybrid + ctc Signed-off-by: fayejf <[email protected]> * change default model_stride in eval.yaml Signed-off-by: fayejf <[email protected]> * add fc model_stride Signed-off-by: fayejf <[email protected]> * small fix Signed-off-by: fayejf <[email protected]> * check whether model and decoding match Signed-off-by: fayejf <[email protected]> * small fix Signed-off-by: fayejf <[email protected]> * streaming buffered for hybrid + rnnt Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * fix yaml Signed-off-by: fayejf <[email protected]> * reflect comment wip Signed-off-by: fayejf <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix Signed-off-by: fayejf <[email protected]> * refactor and verified Signed-off-by: fayejf <[email protected]> * add get_full_path to buffered Signed-off-by: fayejf <[email protected]> * small fix Signed-off-by: fayejf <[email protected]> * add RNNTDecodingConfig Signed-off-by: fayejf <[email protected]> * model name & instruction of changing decoding Signed-off-by: fayejf <[email protected]> --------- Signed-off-by: fayejf <[email protected]> Signed-off-by: fayejf <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * Patch decoding for PC models (#6630) (#6631) * Patch decoding logic for PC models * Patch decoding logic for PC models --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Fix wer.py where 'errors' variable was not set (#6633) (#6634) Fix wer.py where 'errors' variable was not set when both reference and hypothesis are empty strings Signed-off-by: He Huang (Steve) <[email protected]> Co-authored-by: He Huang (Steve) <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Restore GPT support for interleaved pipeline parallelism (#6528) (#6613) * Restore logic for data-parallel communication with pipeline parallelism in GPT * Support dynamic attention masks in GPT * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Debug typos * Debug data iterator caching with interleaved pipeline parallelism Each model chunk accesses the data iterator multiple times, so we need to cache multiple samples. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update Megatron-LM commit * Distinguish between list of data iterators and data iterator that is a list * Create dummy iters to satisy len checks * Kludge while waiting for Megatron-LM update * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * set transformers offline to avoid rate limiting --------- Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Eric Harper <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: ericharper <[email protected]> Signed-off-by: Tim Moon <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add FA Signed-off-by: hsiehjackson <[email protected]> * Fix XPOS Signed-off-by: hsiehjackson <[email protected]> * Add warning Signed-off-by: hsiehjackson <[email protected]> * Fix bugs Signed-off-by: hsiehjackson <[email protected]> * Fix attention Signed-off-by: hsiehjackson <[email protected]> * Fix comment Signed-off-by: hsiehjackson <[email protected]> * Fix cast dtype Signed-off-by: hsiehjackson <[email protected]> * Undo xpos Signed-off-by: hsiehjackson <[email protected]> * bugfix (#6636) Signed-off-by: fayejf <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Disable interctc tests (#6638) Signed-off-by: Igor Gitman <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add megatron_core to requirements (#6639) (#6640) * add megatron_core to requirements * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: ericharper <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * Remove from jenkins (#6642) * Remove from jenkins (#6641) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * remove from jenkins Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: ericharper <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove dup Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: ericharper <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * sft model can use this script for eval (#6637) * sft model can use this script for eval Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * please fix me Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * minor Signed-off-by: arendu <[email protected]> --------- Signed-off-by: arendu <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Fix TTS audio preprocessing bugs (#6628) Signed-off-by: Ryan <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Move black parameters to pyproject.toml (#6647) Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * ASR-TTS Models: Support hybrid RNNT-CTC, improve docs. (#6620) * ASR-TTS: support hybrid RNNT-CTC models * Do not warn on optional import * Explain adding options to config * Fix import guard docs * Add docs for ConcatDataset * Add explanation for sampling parameters * Initial docs for the enhancer model * Fix use_start_end_token parameter usage --------- Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * fix conversion and eval (#6648) * fix conversion and eval Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: arendu <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * Confidence ensembles implementation (#6614) * Working version to train conf model + save ensemble class Signed-off-by: Igor Gitman <[email protected]> * Working version Signed-off-by: Igor Gitman <[email protected]> * Remove copy of transcribe_speech.py Signed-off-by: Igor Gitman <[email protected]> * Move models parameter to config Signed-off-by: Igor Gitman <[email protected]> * Add explicit parameters to transcribe Signed-off-by: Igor Gitman <[email protected]> * Small cleanups Signed-off-by: Igor Gitman <[email protected]> * Add temperature and integration tests Signed-off-by: Igor Gitman <[email protected]> * Add more tests Signed-off-by: Igor Gitman <[email protected]> * Add pc removal config Signed-off-by: Igor Gitman <[email protected]> * Cleanup Signed-off-by: Igor Gitman <[email protected]> * Fix typo Signed-off-by: Igor Gitman <[email protected]> * Address review comments Signed-off-by: Igor Gitman <[email protected]> --------- Signed-off-by: Igor Gitman <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Patch memory used for NeMo Megatron models (#6615) * Patch memory used for NeMo Megatron models Signed-off-by: smajumdar <[email protected]> * Cleanup the dtype of embeddings Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Refactor util function for parsing precision Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Refactor util function for parsing precision Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Try patch for Megatron O2 Signed-off-by: smajumdar <[email protected]> * Refactor to incorporate megatron amp 02 state Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Refactor to incorporate megatron amp 02 state Signed-off-by: smajumdar <[email protected]> * Correct indent Signed-off-by: smajumdar <[email protected]> * Correct utils import Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * handle artifacts when path is dir (#6658) Signed-off-by: arendu <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * remove upgrading setuptools in reinstall.sh (#6659) Signed-off-by: Xuesong Yang <[email protected]> Co-authored-by: fayejf <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * merge lora weights into base model (#6597) * merge lora weights into base model Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * typo fix Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * minor update Signed-off-by: arendu <[email protected]> * update copyright Signed-off-by: arendu <[email protected]> * eval needs to know the PEFT class Signed-off-by: arendu <[email protected]> * add target class in training script so that we can use it in eval Signed-off-by: arendu <[email protected]> * update Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update to work for tp1 Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * set restore model path Signed-off-by: arendu <[email protected]> * peft can be none Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated merge script so that eval works easily Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * eval with peft or sft model Signed-off-by: arendu <[email protected]> * keep sentences in jsonl format Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * convert sft using correct classpath Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated to force sft yaml to have the correct target Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated docs Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix conversion and eval Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: arendu <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * upgrade to 23.04 (#6660) Signed-off-by: ericharper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Merge r1.18.0 bugfixes and doc updates to main (#6655) * update branch Signed-off-by: ericharper <[email protected]> * Remove from jenkins (#6641) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * remove from jenkins Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: ericharper <[email protected]> * remove dup Signed-off-by: ericharper <[email protected]> * update branch Signed-off-by: ericharper <[email protected]> * [TTS] reformat NeMo versions in the tts logging messages to avoid batch process them when upgrading NeMo versions. Signed-off-by: Xuesong Yang <[email protected]> --------- Signed-off-by: ericharper <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Confidence ensembles: fix issues and add tuning functionality (#6657) * Implement compute confidence to properly handle blanks Signed-off-by: Igor Gitman <[email protected]> * Implement proper confidence for transducers Signed-off-by: Igor Gitman <[email protected]> * Implement tuning logic Signed-off-by: Igor Gitman <[email protected]> * Add tests for confidence tuning Signed-off-by: Igor Gitman <[email protected]> * Remove unused imports Signed-off-by: Igor Gitman <[email protected]> * Add types/docs Signed-off-by: Igor Gitman <[email protected]> * Add comment about the main conf compute loop Signed-off-by: Igor Gitman <[email protected]> --------- Signed-off-by: Igor Gitman <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Implement new TextToSpeech dataset (#6575) * [TTS] Implement new TextToSpeech dataset Signed-off-by: Ryan <[email protected]> * [TTS] Add unit tests Signed-off-by: Ryan <[email protected]> * [TTS] Fix defaulting of use_log_energy Signed-off-by: Ryan <[email protected]> * [TTS] Fix TTS export test Signed-off-by: Ryan <[email protected]> --------- Signed-off-by: Ryan <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Dialogue dataset (#6654) * chatbot interface Signed-off-by: Yi Dong <[email protected]> * latest gradio Signed-off-by: Yi Dong <[email protected]> * default greedy Signed-off-by: Yi Dong <[email protected]> * better chatbot Signed-off-by: Yi Dong <[email protected]> * handle preamble Signed-off-by: Yi Dong <[email protected]> * added chatbot training capablity Signed-off-by: Yi Dong <[email protected]> * added chatbot ui Signed-off-by: Yi Dong <[email protected]> * remove debug code Signed-off-by: Yi Dong <[email protected]> * default human Signed-off-by: Yi Dong <[email protected]> * use special token for roles Signed-off-by: Yi Dong <[email protected]> * special tokens Signed-off-by: Yi Dong <[email protected]> * fix name Signed-off-by: Yi Dong <[email protected]> * new chat dataset Signed-off-by: Yi Dong <[email protected]> * fix the system token Signed-off-by: Yi Dong <[email protected]> * upgrade gradio Signed-off-by: Yi Dong <[email protected]> * save the chat history Signed-off-by: Yi Dong <[email protected]> * update ui Signed-off-by: root <[email protected]> * update chat interface Signed-off-by: Yi Dong <[email protected]> * handles canonical form Signed-off-by: Yi Dong <[email protected]> * new sft chatbot Signed-off-by: Yi Dong <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * change format Signed-off-by: Yi Dong <[email protected]> * check extra_id in the tokenizer Signed-off-by: Yi Dong <[email protected]> * added vocab property check Signed-off-by: Yi Dong <[email protected]> * added missing file Signed-off-by: Yi Dong <[email protected]> --------- Signed-off-by: Yi Dong <[email protected]> Signed-off-by: root <[email protected]> Co-authored-by: root <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add support for RNNT/hybrid models to partial transcribe (#6609) * Add support for RNNT/hybrid models to partial transcribe Signed-off-by: He Huang (Steve) <[email protected]> * Update transcribe_utils.py Signed-off-by: He Huang (Steve) <[email protected]> * Update transcribe_speech.py Signed-off-by: He Huang (Steve) <[email protected]> * Update transcr…
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* peft eval directly from ckpt (#6785) * update to load from ckpt Signed-off-by: arendu <[email protected]> * update Signed-off-by: arendu <[email protected]> * load ckpt peft model Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update style Signed-off-by: arendu <[email protected]> --------- Signed-off-by: arendu <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Add Frame-VAD examples and utils (#6463) * add model, dataset, necessary utils and tests Signed-off-by: stevehuang52 <[email protected]> * fix tarred data Signed-off-by: stevehuang52 <[email protected]> * fix typo Signed-off-by: stevehuang52 <[email protected]> * add fvad examples and update utils Signed-off-by: stevehuang52 <[email protected]> * add copyright Signed-off-by: stevehuang52 <[email protected]> * refactor and add tests Signed-off-by: stevehuang52 <[email protected]> * update dataset Signed-off-by: stevehuang52 <[email protected]> * update test Signed-off-by: stevehuang52 <[email protected]> * refactor Signed-off-by: stevehuang52 <[email protected]> * refactor Signed-off-by: stevehuang52 <[email protected]> * fix typos Signed-off-by: stevehuang52 <[email protected]> --------- Signed-off-by: stevehuang52 <[email protected]> Co-authored-by: fayejf <[email protected]> Co-authored-by: Taejin Park <[email protected]> * [TTS][zh] refine hardcoded lowercase for ASCII letters. (#6781) Signed-off-by: Xuesong Yang <[email protected]> * Spellchecking ASR customization model (#6179) * bug fixes Signed-off-by: Alexandra Antonova <[email protected]> * fix bugs, add preparation and evaluation scripts, add readme Signed-off-by: Alexandra Antonova <[email protected]> * small fixes Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add real coverage calculation, small fixes, more debug information Signed-off-by: Alexandra Antonova <[email protected]> * add option to pass a filelist and output folder - to handle inference from multiple input files Signed-off-by: Alexandra Antonova <[email protected]> * added preprocessing for yago wikipedia articles - finding yago entities and their subphrases Signed-off-by: Alexandra Antonova <[email protected]> * yago wiki preprocessing, sampling, pseudonormalization Signed-off-by: Alexandra Antonova <[email protected]> * more scripts for preparation of training examples Signed-off-by: Alexandra Antonova <[email protected]> * bug fixes Signed-off-by: Alexandra Antonova <[email protected]> * add some alphabet checks Signed-off-by: Alexandra Antonova <[email protected]> * add bert on subwords, concatenate it to bert on characters Signed-off-by: Alexandra Antonova <[email protected]> * add calculation of character_pos_to_subword_pos Signed-off-by: Alexandra Antonova <[email protected]> * bug fix Signed-off-by: Alexandra Antonova <[email protected]> * bug fix Signed-off-by: Alexandra Antonova <[email protected]> * pdb Signed-off-by: Alexandra Antonova <[email protected]> * tensor join bug fix Signed-off-by: Alexandra Antonova <[email protected]> * double hidden_size in classifier Signed-off-by: Alexandra Antonova <[email protected]> * pdb Signed-off-by: Alexandra Antonova <[email protected]> * default index value 0 instead of -1 because index cannot be negative Signed-off-by: Alexandra Antonova <[email protected]> * pad index value 0 instead of -1 because index cannot be negative Signed-off-by: Alexandra Antonova <[email protected]> * remove pdb Signed-off-by: Alexandra Antonova <[email protected]> * fix bugs, add creation of tarred dataset Signed-off-by: Alexandra Antonova <[email protected]> * add possibility to change sequence len at inference Signed-off-by: Alexandra Antonova <[email protected]> * change sampling of dummy candidates at inference, add candidate info file Signed-off-by: Alexandra Antonova <[email protected]> * fix import Signed-off-by: Alexandra Antonova <[email protected]> * fix bug Signed-off-by: Alexandra Antonova <[email protected]> * update transcription now uses info Signed-off-by: Alexandra Antonova <[email protected]> * write path Signed-off-by: Alexandra Antonova <[email protected]> * 1. add tarred dataset support(untested). 2. fix bug with ban_ngrams in indexing Signed-off-by: Alexandra Antonova <[email protected]> * skip short_sent if no real candidates Signed-off-by: Alexandra Antonova <[email protected]> * fix import Signed-off-by: Alexandra Antonova <[email protected]> * add braceexpand Signed-off-by: Alexandra Antonova <[email protected]> * fixes Signed-off-by: Alexandra Antonova <[email protected]> * fix bug Signed-off-by: Alexandra Antonova <[email protected]> * fix bug Signed-off-by: Alexandra Antonova <[email protected]> * fix bug in np.ones Signed-off-by: Alexandra Antonova <[email protected]> * fix bug in collate Signed-off-by: Alexandra Antonova <[email protected]> * change tensor type to long because of error in torch.gather Signed-off-by: Alexandra Antonova <[email protected]> * fix for empty spans tensor Signed-off-by: Alexandra Antonova <[email protected]> * same fixes in _collate_fn for tarred dataset Signed-off-by: Alexandra Antonova <[email protected]> * fix bug from previous commit Signed-off-by: Alexandra Antonova <[email protected]> * change int types to be shorter to minimize tar size Signed-off-by: Alexandra Antonova <[email protected]> * refactoring of datasets and inference Signed-off-by: Alexandra Antonova <[email protected]> * bug fix Signed-off-by: Alexandra Antonova <[email protected]> * bug fix Signed-off-by: Alexandra Antonova <[email protected]> * bug fix Signed-off-by: Alexandra Antonova <[email protected]> * tar by 100k examples, small fixes Signed-off-by: Alexandra Antonova <[email protected]> * small fixes, add analytics script Signed-off-by: Alexandra Antonova <[email protected]> * Add functions for dynamic programming comparison to get best path by ngrams Signed-off-by: Alexandra Antonova <[email protected]> * fixes Signed-off-by: Alexandra Antonova <[email protected]> * small fix Signed-off-by: Alexandra Antonova <[email protected]> * fixes to support testing on SPGISpeech Signed-off-by: Alexandra Antonova <[email protected]> * add preprocessing for userlibri Signed-off-by: Alexandra Antonova <[email protected]> * some refactoring Signed-off-by: Alexandra Antonova <[email protected]> * some refactoring Signed-off-by: Alexandra Antonova <[email protected]> * move some functions to utils to reuse from other project Signed-off-by: Alexandra Antonova <[email protected]> * move some functions to utils to reuse from other project Signed-off-by: Alexandra Antonova <[email protected]> * move some functions to utils to reuse from other project Signed-off-by: Alexandra Antonova <[email protected]> * small refactoring before pr. Add bash-scripts reproducing evaluation Signed-off-by: Alexandra Antonova <[email protected]> * style fix Signed-off-by: Alexandra Antonova <[email protected]> * small fixes in inference Signed-off-by: Alexandra Antonova <[email protected]> * bug fix - didn't move window on last symbol Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix bug - shuffle was before truncation of sorted candidates Signed-off-by: Alexandra Antonova <[email protected]> * refactoring, fix some bugs Signed-off-by: Alexandra Antonova <[email protected]> * variour fixes. Add word_indices at inference Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add candidate positions Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Move data preparation and evaluation to other repo Signed-off-by: Alexandra Antonova <[email protected]> * add infer_reproduce_paper. Refactoring Signed-off-by: Alexandra Antonova <[email protected]> * refactor inference using fragment indices Signed-off-by: Alexandra Antonova <[email protected]> * add some helper functions Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix bug with parameters order Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix bugs Signed-off-by: Alexandra Antonova <[email protected]> * refactoring, fix bug Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add multiple variants of adjusting start/end positions Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * more fixes Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add unit tests, other fixes Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix Signed-off-by: Alexandra Antonova <[email protected]> * fix CodeQl warnings Signed-off-by: Alexandra Antonova <[email protected]> * bug fixes Signed-off-by: Alexandra Antonova <[email protected]> * fix bugs, add preparation and evaluation scripts, add readme Signed-off-by: Alexandra Antonova <[email protected]> * small fixes Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add real coverage calculation, small fixes, more debug information Signed-off-by: Alexandra Antonova <[email protected]> * add option to pass a filelist and output folder - to handle inference from multiple input files Signed-off-by: Alexandra Antonova <[email protected]> * added preprocessing for yago wikipedia articles - finding yago entities and their subphrases Signed-off-by: Alexandra Antonova <[email protected]> * yago wiki preprocessing, sampling, pseudonormalization Signed-off-by: Alexandra Antonova <[email protected]> * more scripts for preparation of training examples Signed-off-by: Alexandra Antonova <[email protected]> * bug fixes Signed-off-by: Alexandra Antonova <[email protected]> * add some alphabet checks Signed-off-by: Alexandra Antonova <[email protected]> * add bert on subwords, concatenate it to bert on characters Signed-off-by: Alexandra Antonova <[email protected]> * add calculation of character_pos_to_subword_pos Signed-off-by: Alexandra Antonova <[email protected]> * bug fix Signed-off-by: Alexandra Antonova <[email protected]> * bug fix Signed-off-by: Alexandra Antonova <[email protected]> * pdb Signed-off-by: Alexandra Antonova <[email protected]> * tensor join bug fix Signed-off-by: Alexandra Antonova <[email protected]> * double hidden_size in classifier Signed-off-by: Alexandra Antonova <[email protected]> * pdb Signed-off-by: Alexandra Antonova <[email protected]> * default index value 0 instead of -1 because index cannot be negative Signed-off-by: Alexandra Antonova <[email protected]> * pad index value 0 instead of -1 because index cannot be negative Signed-off-by: Alexandra Antonova <[email protected]> * remove pdb Signed-off-by: Alexandra Antonova <[email protected]> * fix bugs, add creation of tarred dataset Signed-off-by: Alexandra Antonova <[email protected]> * add possibility to change sequence len at inference Signed-off-by: Alexandra Antonova <[email protected]> * change sampling of dummy candidates at inference, add candidate info file Signed-off-by: Alexandra Antonova <[email protected]> * fix import Signed-off-by: Alexandra Antonova <[email protected]> * fix bug Signed-off-by: Alexandra Antonova <[email protected]> * update transcription now uses info Signed-off-by: Alexandra Antonova <[email protected]> * write path Signed-off-by: Alexandra Antonova <[email protected]> * 1. add tarred dataset support(untested). 2. fix bug with ban_ngrams in indexing Signed-off-by: Alexandra Antonova <[email protected]> * skip short_sent if no real candidates Signed-off-by: Alexandra Antonova <[email protected]> * fix import Signed-off-by: Alexandra Antonova <[email protected]> * add braceexpand Signed-off-by: Alexandra Antonova <[email protected]> * fixes Signed-off-by: Alexandra Antonova <[email protected]> * fix bug Signed-off-by: Alexandra Antonova <[email protected]> * fix bug Signed-off-by: Alexandra Antonova <[email protected]> * fix bug in np.ones Signed-off-by: Alexandra Antonova <[email protected]> * fix bug in collate Signed-off-by: Alexandra Antonova <[email protected]> * change tensor type to long because of error in torch.gather Signed-off-by: Alexandra Antonova <[email protected]> * fix for empty spans tensor Signed-off-by: Alexandra Antonova <[email protected]> * same fixes in _collate_fn for tarred dataset Signed-off-by: Alexandra Antonova <[email protected]> * fix bug from previous commit Signed-off-by: Alexandra Antonova <[email protected]> * change int types to be shorter to minimize tar size Signed-off-by: Alexandra Antonova <[email protected]> * refactoring of datasets and inference Signed-off-by: Alexandra Antonova <[email protected]> * bug fix Signed-off-by: Alexandra Antonova <[email protected]> * bug fix Signed-off-by: Alexandra Antonova <[email protected]> * bug fix Signed-off-by: Alexandra Antonova <[email protected]> * tar by 100k examples, small fixes Signed-off-by: Alexandra Antonova <[email protected]> * small fixes, add analytics script Signed-off-by: Alexandra Antonova <[email protected]> * Add functions for dynamic programming comparison to get best path by ngrams Signed-off-by: Alexandra Antonova <[email protected]> * fixes Signed-off-by: Alexandra Antonova <[email protected]> * small fix Signed-off-by: Alexandra Antonova <[email protected]> * fixes to support testing on SPGISpeech Signed-off-by: Alexandra Antonova <[email protected]> * add preprocessing for userlibri Signed-off-by: Alexandra Antonova <[email protected]> * some refactoring Signed-off-by: Alexandra Antonova <[email protected]> * some refactoring Signed-off-by: Alexandra Antonova <[email protected]> * move some functions to utils to reuse from other project Signed-off-by: Alexandra Antonova <[email protected]> * move some functions to utils to reuse from other project Signed-off-by: Alexandra Antonova <[email protected]> * move some functions to utils to reuse from other project Signed-off-by: Alexandra Antonova <[email protected]> * small refactoring before pr. Add bash-scripts reproducing evaluation Signed-off-by: Alexandra Antonova <[email protected]> * style fix Signed-off-by: Alexandra Antonova <[email protected]> * small fixes in inference Signed-off-by: Alexandra Antonova <[email protected]> * bug fix - didn't move window on last symbol Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix bug - shuffle was before truncation of sorted candidates Signed-off-by: Alexandra Antonova <[email protected]> * refactoring, fix some bugs Signed-off-by: Alexandra Antonova <[email protected]> * variour fixes. Add word_indices at inference Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add candidate positions Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Move data preparation and evaluation to other repo Signed-off-by: Alexandra Antonova <[email protected]> * add infer_reproduce_paper. Refactoring Signed-off-by: Alexandra Antonova <[email protected]> * refactor inference using fragment indices Signed-off-by: Alexandra Antonova <[email protected]> * add some helper functions Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix bug with parameters order Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix bugs Signed-off-by: Alexandra Antonova <[email protected]> * refactoring, fix bug Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add multiple variants of adjusting start/end positions Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * more fixes Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add unit tests, other fixes Signed-off-by: Alexandra Antonova <[email protected]> * fix Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix CodeQl warnings Signed-off-by: Alexandra Antonova <[email protected]> * add script for full inference pipeline, refactoring Signed-off-by: Alexandra Antonova <[email protected]> * add tutorial Signed-off-by: Alexandra Antonova <[email protected]> * take example data from HuggingFace Signed-off-by: Alexandra Antonova <[email protected]> * add docs Signed-off-by: Alexandra Antonova <[email protected]> * fix comment Signed-off-by: Alexandra Antonova <[email protected]> * fix bug Signed-off-by: Alexandra Antonova <[email protected]> * small fixes for PR Signed-off-by: Alexandra Antonova <[email protected]> * add some more tests Signed-off-by: Alexandra Antonova <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * try to fix tests adding with_downloads Signed-off-by: Alexandra Antonova <[email protected]> * skip tests with tokenizer download Signed-off-by: Alexandra Antonova <[email protected]> --------- Signed-off-by: Alexandra Antonova <[email protected]> Signed-off-by: Alexandra Antonova <[email protected]> Co-authored-by: Alexandra Antonova <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] Implement new vocoder dataset (#6670) * [TTS] Implement new vocoder dataset Signed-off-by: Ryan <[email protected]> * [TTS] Redo config structure, minor fixes Signed-off-by: Ryan <[email protected]> * [TTS] Fix alignment logging Signed-off-by: Ryan <[email protected]> * [TTS] Fix script usage example Signed-off-by: Ryan <[email protected]> * [TTS] Fixed epoch LR scheduling Signed-off-by: Ryan <[email protected]> * [TTS] Support .nemo checkpoint in FP callback Signed-off-by: Ryan <[email protected]> * [TTS] Remove align interpolator Signed-off-by: Ryan <[email protected]> * [TTS] Remove HiFi-GAN defaults list interpolation Signed-off-by: Ryan <[email protected]> * [TTS] Rename weighted_sample_steps to weighted_sampling_steps_per_epoch Signed-off-by: Ryan <[email protected]> --------- Signed-off-by: Ryan <[email protected]> * GPT inference long context (#6687) * deb infer Signed-off-by: Evelina <[email protected]> * deb infer Signed-off-by: Evelina <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * clean up Signed-off-by: Evelina <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * dont do maxlen trunc for non abs pos emb Signed-off-by: Evelina <[email protected]> * dont do maxlen trunc for non abs pos emb Signed-off-by: Evelina <[email protected]> * convert for training only Signed-off-by: Evelina <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add eval test, add save .nemo for sft model Signed-off-by: Evelina <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * jenkins format fix Signed-off-by: Evelina <[email protected]> * update jenkins Signed-off-by: Evelina <[email protected]> * update jenkins Signed-off-by: Evelina <[email protected]> * fix jenkins Signed-off-by: Evelina <[email protected]> * remove test, ci timeout Signed-off-by: Evelina <[email protected]> * fix for m_gpt_eval.py Signed-off-by: Evelina <[email protected]> * jenkins test Signed-off-by: Evelina <[email protected]> * fix gpt_eval with sft model Signed-off-by: Evelina <[email protected]> * revert jenkins Signed-off-by: Evelina <[email protected]> * keep float conversion for model.generate() Signed-off-by: Evelina <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix inference dtype Signed-off-by: Evelina <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Evelina <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * TDT model pull request (#6536) * TDT model pull request, initial draft Signed-off-by: Hainan Xu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * TDT PR WIP Signed-off-by: Hainan Xu <[email protected]> * TDT PR WIP Signed-off-by: Hainan Xu <[email protected]> * TDT PR WIP Signed-off-by: Hainan Xu <[email protected]> * TDT WIP Signed-off-by: Hainan Xu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * TDT WIP Signed-off-by: Hainan Xu <[email protected]> * TDT WIP Signed-off-by: Hainan Xu <[email protected]> * TDT WIP Signed-off-by: Hainan Xu <[email protected]> * TDT WIP Signed-off-by: Hainan Xu <[email protected]> * TDT WIP Signed-off-by: Hainan Xu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * TDT WIP Signed-off-by: Hainan Xu <[email protected]> * TDT WIP Signed-off-by: Hainan Xu <[email protected]> * TDT WIP Signed-off-by: Hainan Xu <[email protected]> * TDT WIP Signed-off-by: Hainan Xu <[email protected]> * TDT WIP Signed-off-by: Hainan Xu <[email protected]> * addressed some review comments, part1 Signed-off-by: Hainan Xu <[email protected]> * addressed some review comments, part1, one line fix Signed-off-by: Hainan Xu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add tests for comparing TDT alphas with pytorch VS kernel computation Signed-off-by: Hainan Xu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add tests for comparing multiblank alphas with pytorch VS kernel computation Signed-off-by: Hainan Xu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add tests for fixed case computation for TDT Signed-off-by: Hainan Xu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add more comments for greedy-batch decoding for TDT Signed-off-by: Hainan Xu <[email protected]> * include config for TDT model with stateless decoders Signed-off-by: Hainan Xu <[email protected]> * add reference to TDT in Readme Signed-off-by: Hainan Xu <[email protected]> * slight modification of config file comments Signed-off-by: Hainan Xu <[email protected]> * addressed more comments Signed-off-by: Hainan Xu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * more detailed comments for tdt kernel Signed-off-by: Hainan Xu <[email protected]> * one line fix Signed-off-by: Hainan Xu <[email protected]> * fixed small bug that results in test fails for rnnt_decoding Signed-off-by: Hainan Xu <[email protected]> * fixed small bug that results in test fails for rnnt_decoding Signed-off-by: Hainan Xu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed small bug that results in test fails for rnnt_decoding Signed-off-by: Hainan Xu <[email protected]> * remove unused import Signed-off-by: Hainan Xu <[email protected]> --------- Signed-off-by: Hainan Xu <[email protected]> Co-authored-by: Hainan Xu <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Fix get_parameters when using main params optimizer (#6764) (#6787) * fix get param * change name --------- Signed-off-by: ericharper <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Lddl bert (#6761) (#6790) * initial POC for LDDL Bert * Finish LDDL POC * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * address comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix merge head * resolving merge * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add support for val/test loaders * change to new LDDL class + add winding * fix logging level * fix winding * test fix * fixes to winding * add file system * add prepemption optimizations * more logging * more prints * better logging * asfsf * add barrier * removing prints * working with mb lddl loader * final changes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update requirements file with LDDL * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * revert adding to requirements --------- Signed-off-by: wdykas <[email protected]> Co-authored-by: wdykas <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * Fix check (#6798) (#6800) Signed-off-by: MaximumEntropy <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> * Fix validation with drop_last=False (#6704) Signed-off-by: Mikołaj Błaż <[email protected]> Co-authored-by: Eric Harper <[email protected]> * SDE unt lvl comparison (#6669) Added a visual utterance-level comparison of two ASR models Signed-off-by: George <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Debug Transformer Engine FP8 support with Megatron-core infrastructure (#6791) * Construct FP8 amax reduction group Signed-off-by: Tim Moon <[email protected]> * Update Megatron-core version in CI Signed-off-by: Tim Moon <[email protected]> --------- Signed-off-by: Tim Moon <[email protected]> Co-authored-by: Tim Moon <[email protected]> Co-authored-by: Tim Moon <[email protected]> * Lora/PEFT training script CI test (#6664) * new lora test Signed-off-by: arendu <[email protected]> * updates Signed-off-by: arendu <[email protected]> * check for chat Signed-off-by: arendu <[email protected]> * update Signed-off-by: arendu <[email protected]> * update Signed-off-by: arendu <[email protected]> * small train set Signed-off-by: arendu <[email protected]> * update Signed-off-by: arendu <[email protected]> * precision change Signed-off-by: arendu <[email protected]> * fixed typo in paths Signed-off-by: arendu <[email protected]> * full data with limit val batches Signed-off-by: arendu <[email protected]> * tp2 instead of pp2 Signed-off-by: arendu <[email protected]> * tp2 instead of pp2 Signed-off-by: arendu <[email protected]> --------- Signed-off-by: arendu <[email protected]> Signed-off-by: Adi Renduchintala <[email protected]> * change branch to main, small fix (#6803) Signed-off-by: Alexandra Antonova <[email protected]> * add call to p2p overlap (#6779) (#6786) * add call to p2p overlap * update Jenkins for test --------- Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: Eric Harper <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * fixed decor to show messages only when the wrapped object is called. (#6793) Signed-off-by: Xuesong Yang <[email protected]> * Bug fix for reset_sequence_parallel_args (#6802) (#6805) Signed-off-by: Markel Sanz Ausin <[email protected]> Co-authored-by: Markel Sanz Ausin <[email protected]> * text_generation_utils memory reduction if no logprob needed (#6773) * repro for gpt eval mp mem issue Signed-off-by: Yang Zhang <[email protected]> * add print statements for memory allocation Signed-off-by: Yang Zhang <[email protected]> * adjusted hot fix that prevents softmax on the entire output embedding,now memory bottlenecked by attention softmax which needs to be solved with FA or long attention Signed-off-by: Yang Zhang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * using compute_logprob to configure inference Signed-off-by: Yang Zhang <[email protected]> * enable compute logprob for peft Signed-off-by: Yang Zhang <[email protected]> * remove print statements Signed-off-by: Yang Zhang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix ci Signed-off-by: Yang Zhang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * added docstrings Signed-off-by: Yang Zhang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add missing config Signed-off-by: Yang Zhang <[email protected]> * remove truncate prompt length feature Signed-off-by: Yang Zhang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tensor before all gather needs to be contiguous Signed-off-by: Yang Zhang <[email protected]> --------- Signed-off-by: Yang Zhang <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Evelina <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> * Fixed bug in MaskedSpecAug that overestimates samples. (#6775) Signed-off-by: tbartley94 <[email protected]> * update core version (#6817) (#6819) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * lora pp2 (#6818) Signed-off-by: arendu <[email protected]> * Add optional index mapping dir in mmap text datasets (#6683) If datasets are stored on a read-only medium, index files cannot be created into adjacent files and an alternative directory must be specified for index mapping files. This commit adds an optional `index_mapping_dir` to the constructors. Unit tests are also added. [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Update path formatting for relative paths Signed-off-by: Greg Heinrich <[email protected]> * Add inference kv cache support for transformer TE path (#6627) * Add kv cache support for transformer TE path Signed-off-by: Yen-Shi Wang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Mark get_data_parallel_group as WAR Signed-off-by: Yen-Shi Wang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Initialize process group for FP8 training Signed-off-by: Tim Moon <[email protected]> * Update Megatron GPT eval script for non-FP8 path Signed-off-by: Yen-Shi Wang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Yen-Shi Wang <[email protected]> Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Yen-Shi Wang <[email protected]> Co-authored-by: Yen-Shi Wang <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Tim Moon <[email protected]> Co-authored-by: Tim Moon <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Support large inputs to Conformer and Fast Conformer (#6556) * initial commit Signed-off-by: Dima Rekesh <[email protected]> * typos Signed-off-by: Dima Rekesh <[email protected]> * tweaks to padding Signed-off-by: Dima Rekesh <[email protected]> * comments Signed-off-by: Dima Rekesh <[email protected]> * attempt at first working version Signed-off-by: Dima Rekesh <[email protected]> * typos and fixed p calculation Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * removing merge artifacts Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * removing unnessary imports Signed-off-by: Dima Rekesh <[email protected]> * if batch split succeeded no need to conv again Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * adding channel wise split Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * adding reference to pytorch issue 80020 Signed-off-by: Dima Rekesh <[email protected]> * removing time chunking methods Signed-off-by: Dima Rekesh <[email protected]> * accounting for the actual self._stride value Signed-off-by: Dima Rekesh <[email protected]> * limiting the fix to dw_striding subsampling Signed-off-by: Dima Rekesh <[email protected]> * renamed methods Signed-off-by: Dima Rekesh <[email protected]> * one more accounting for the actual self._stride value Signed-off-by: Dima Rekesh <[email protected]> * support for causal convs Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * option to set conv chunking size manually * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixing imports * subsampling test Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * rename variable Signed-off-by: Dima Rekesh <[email protected]> * imports in test Signed-off-by: Dima Rekesh <[email protected]> * more runtime checks * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * a more careful test Signed-off-by: Dima Rekesh <[email protected]> * bug in causal Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix in causal Signed-off-by: Dima Rekesh <[email protected]> * change_conv_chunking_factor methods Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * renamed methods Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * disabling chunking by default Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * typo Signed-off-by: Dima Rekesh <[email protected]> * changing default chunking to auto Signed-off-by: Dima Rekesh <[email protected]> * only split if needed Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * only split if needed Signed-off-by: Dima Rekesh <[email protected]> --------- Signed-off-by: Dima Rekesh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * sharded_manifests updated docs (#6833) Signed-off-by: Dima Rekesh <[email protected]> * added fc-xl, xxl and titanet-s models (#6832) Signed-off-by: Nithin Rao Koluguri <nithinraok> Co-authored-by: Nithin Rao Koluguri <nithinraok> * add reference to our paper (#6821) * add reference to our paper Signed-off-by: Alexandra Antonova <[email protected]> * add paper reference to docs Signed-off-by: Alexandra Antonova <[email protected]> --------- Signed-off-by: Alexandra Antonova <[email protected]> * Upperbound Numpy to < 1.24 (#6829) Signed-off-by: smajumdar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Multi-lookahead cache-aware streaming models (#6711) * added methods. Signed-off-by: Vahid <[email protected]> * added methods. Signed-off-by: Vahid <[email protected]> * added initial code. Signed-off-by: Vahid <[email protected]> * added initial code. Signed-off-by: Vahid <[email protected]> * added initial code. Signed-off-by: Vahid <[email protected]> * added config files. Signed-off-by: Vahid <[email protected]> * fixed bugs. Signed-off-by: Vahid <[email protected]> * updated confs. Signed-off-by: Vahid <[email protected]> * updated confs. Signed-off-by: Vahid <[email protected]> * updated confs. Signed-off-by: Vahid <[email protected]> * updated confs. Signed-off-by: Vahid <[email protected]> * improved f.conv1d Signed-off-by: Vahid <[email protected]> * pulled from main. Signed-off-by: Vahid <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * pulled from main. Signed-off-by: Vahid <[email protected]> * added postpostnorm. Signed-off-by: Vahid <[email protected]> * fixed the target continiouse bug. Signed-off-by: Vahid <[email protected]> * added dw_striding causal. Signed-off-by: Vahid <[email protected]> * added print for debugging. Signed-off-by: Vahid <[email protected]> * added print for debugging. Signed-off-by: Vahid <[email protected]> * fixed causal convolutions. Signed-off-by: Vahid <[email protected]> * added _midnorm. Signed-off-by: Vahid <[email protected]> * fixed transcribe. Signed-off-by: Vahid <[email protected]> * cleaned code. Signed-off-by: Vahid <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * moved back configs. Signed-off-by: Vahid <[email protected]> * moved back configs. Signed-off-by: Vahid <[email protected]> * updated fast emit for FC models. Signed-off-by: Vahid <[email protected]> * updated fast emit for FC models. Signed-off-by: Vahid <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed bug. Signed-off-by: Vahid <[email protected]> * fixed bug and addressed comments. Signed-off-by: Vahid <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed configs. Signed-off-by: Vahid <[email protected]> * fixed configs. Signed-off-by: Vahid <[email protected]> * dropped the test. Signed-off-by: Vahid <[email protected]> --------- Signed-off-by: Vahid <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * added changes to ramp up bs (#6799) * rampup bs changes Signed-off-by: dimapihtar <[email protected]> * rampup bs changes Signed-off-by: dimapihtar <[email protected]> * fixed styling Signed-off-by: dimapihtar <[email protected]> * fix bug Signed-off-by: Dmytro Pykhtar <[email protected]> --------- Signed-off-by: dimapihtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Fix typo in core.rst (#6838) Signed-off-by: Dounx <[email protected]> * add back ptuning pp2 test (#6394) Signed-off-by: arendu <[email protected]> * t5 lora tuning (#6612) * t5 lora Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * eval lora t5 Signed-off-by: arendu <[email protected]> * adjust differernt lora dims Signed-off-by: arendu <[email protected]> * minor changes Signed-off-by: David Mosallanezhad <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * bugfix for state_dict Signed-off-by: David Mosallanezhad <[email protected]> --------- Signed-off-by: arendu <[email protected]> Signed-off-by: David Mosallanezhad <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: David Mosallanezhad <[email protected]> Co-authored-by: David <[email protected]> * NFA updates (#6695) * update V_NEGATIVE_NUM constant to make better use of torch.float32 range Signed-off-by: Elena Rastorgueva <[email protected]> * adjust backpointers dtype if U_max too large Signed-off-by: Elena Rastorgueva <[email protected]> * Remove print statements Signed-off-by: Elena Rastorgueva <[email protected]> * Remove need for user to specify model_downsample_factor Signed-off-by: Elena Rastorgueva <[email protected]> * change model.cfg.sample_rate to model.cfg.preprocessor.sample_rate Signed-off-by: Elena Rastorgueva <[email protected]> * add check to make sure that window_stride is in model.cfg.preprocessor Signed-off-by: Elena Rastorgueva <[email protected]> * reduce memory consumption of backpointers by making them relative instead of absolute Signed-off-by: Elena Rastorgueva <[email protected]> * update librosa.get_duration() 'filename' param to 'path' Signed-off-by: Elena Rastorgueva <[email protected]> * Do not throw error if 'text' or 'pred_text' are empty and make sure CTM filepaths in the output manifest are null Signed-off-by: Elena Rastorgueva <[email protected]> * preprocess input text by removing any duplicate spaces and converting any newlines to spaces Signed-off-by: Elena Rastorgueva <[email protected]> * Use Utterance dataclass instead of dictionaries for keeping track of token/word/segment alignments Signed-off-by: Elena Rastorgueva <[email protected]> * refactor so can save alignments as ctm and ass format files Signed-off-by: Elena Rastorgueva <[email protected]> * fix bugs for saving character based ASS files and for using pred_text to do alignment Signed-off-by: Elena Rastorgueva <[email protected]> * Make token level .ass file use tokens with recovered capitalization Signed-off-by: Elena Rastorgueva <[email protected]> * Do not try to generate alignment files if text or pred text is empty, or if number of tokens is too large for T Signed-off-by: Elena Rastorgueva <[email protected]> * rename output manifest file to say '_with_output_file_paths.json' Signed-off-by: Elena Rastorgueva <[email protected]> * add flag to resegment ass subtitle file to fill available text space Signed-off-by: Elena Rastorgueva <[email protected]> * Fix bug in resegmentation code Signed-off-by: Elena Rastorgueva <[email protected]> * Fix bug which skipped some utterances if batch_size more than 1 Signed-off-by: Elena Rastorgueva <[email protected]> * reduce memory requirements by doing torch.gather on a slice of the log probs when they are needed Signed-off-by: Elena Rastorgueva <[email protected]> * reduce memory requirements by not saving whole v_matrix Signed-off-by: Elena Rastorgueva <[email protected]> * remove any extra spaces in pred_text Signed-off-by: Elena Rastorgueva <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove unused list pred_text_all_lines Signed-off-by: Elena Rastorgueva <[email protected]> * support using hybrid Transducer-CTC models for alignment Signed-off-by: Elena Rastorgueva <[email protected]> * fix typo - add brackets to torch.cuda.is_available() Signed-off-by: Elena Rastorgueva <[email protected]> * make sure token case restoration will work if superscript or subscript num is in text Signed-off-by: Elena Rastorgueva <[email protected]> * remove any BOM from input text Signed-off-by: Elena Rastorgueva <[email protected]> * pick out 1st hypotheses if there is a tuple of them Signed-off-by: Elena Rastorgueva <[email protected]> * Remove print statement Signed-off-by: Elena Rastorgueva <[email protected]> * add detail to error message if fail to recover capitalization of tokens Signed-off-by: Elena Rastorgueva <[email protected]> * add flag use_local_attention Signed-off-by: Elena Rastorgueva <[email protected]> * rename additional_ctm_grouping_separator -> additional_segment_grouping_separator Signed-off-by: Elena Rastorgueva <[email protected]> * update description of additional_segment_grouping_separator Signed-off-by: Elena Rastorgueva <[email protected]> * add simple docstring to get_utt_obj function Signed-off-by: Elena Rastorgueva <[email protected]> * Make docstring for add_t_start_end_to_utt_obj Signed-off-by: Elena Rastorgueva <[email protected]> * update docstrings for add_t_start_end_to_utt_obj and get_batch_variables Signed-off-by: Elena Rastorgueva <[email protected]> * update README and comments in align.py Signed-off-by: Elena Rastorgueva <[email protected]> * change 'ground truth' -> 'reference text' in documentation Signed-off-by: Elena Rastorgueva <[email protected]> * add header Signed-off-by: Elena Rastorgueva <[email protected]> * add comments to get_utt_obj function Signed-off-by: Elena Rastorgueva <[email protected]> * move constants so they are after imports Signed-off-by: Elena Rastorgueva <[email protected]> * add file description for make_ass_files Signed-off-by: Elena Rastorgueva <[email protected]> * get rid of Utterance object's S attribute, and correct tests so they pass now Signed-off-by: Elena Rastorgueva <[email protected]> * remove some unused variables Signed-off-by: Elena Rastorgueva <[email protected]> * remove unused variable model from functions saving output files Signed-off-by: Elena Rastorgueva <[email protected]> * remove unused var minimum_timestamp_duration from make_ass_files functions and return utt_obj Signed-off-by: Elena Rastorgueva <[email protected]> * move minimum_timestamp_duration param to CTMFileConfig Signed-off-by: Elena Rastorgueva <[email protected]> * remove unused enumerate and unused import Signed-off-by: Elena Rastorgueva <[email protected]> * switch reading duration from librosa to soundfile to avoid filename/path deprecation message Signed-off-by: Elena Rastorgueva <[email protected]> --------- Signed-off-by: Elena Rastorgueva <[email protected]> Signed-off-by: Elena Rastorgueva <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Added rouge monitoring support for T5 (#6737) * Added rouge monitoring support for t5 Signed-off-by: Matvei Novikov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Matvei Novikov <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * GPT extrapolatable position embedding (xpos/sandwich/alibi/kerple) and Flash Attention (#6666) * move to nvidia megatron repo (#6465) (#6475) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Megatron KERPLE positional embeddings (#6478) (#6480) * [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) --------- * [TTS] whitelist broken path fix. (#6412) * [TTS] whitelist broken path fix. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- * [TTS] FastPitch speaker encoder (#6417) * Add initial codes * Remove wemb * Fix import * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Restore aligner loss * Add ConditionalInput * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error and support pre-trained config * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Rename config * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change copyright and random weight test * Add initial codes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix import error * Add initial codes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix dataset error * Remove reference speaker embedding * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove SV encoder * Follow comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix length type * Fix append * Move error msg * Add look-up into speaker encoder * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add valueerror msg * Move lookup * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove unused * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error * Rebase and Fix error * Fix spk encoder * Rename n_speakers * Follow comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix n_speakers None error --------- * Sharded manifests for tarred datasets (#6395) * testing sharded manifests * compatibility * proper fixes * adding flag tot convert_to_tarred_audio_dataset * shard_manifests conf param * propagating the shard_manifests param * propagating the shard_manifests param * distributed checks * typo * typo * fixes * fixes * fixes * fixes * fixes * fixes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes based on PR comments and tests * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes to convert_to_tarred_audio_dataset.py * reversing manifest shards flag * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tests * excluding manifests from webdataset url expansion * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * expand manifest paths before attempting to cache from datastore * explicit use of UTF-8 for manifest i/o --------- * Update wfst_text_normalization.rst (#6374) Add Hungarian (incoming in NeMo-text-processing) * Support Swiglu in TP PP Conversion (#6437) (#6451) * Support Swiglu in TP PP Conversion * Guard activation * Guard activation --------- * Update NeMo_TTS_Primer.ipynb (#6436) * Update NeMo_TTS_Primer.ipynb Changed a mistake in line 782. Instead of frequency band (ie. pitch) we should write frequency bin. Note that frequency bins in FFT are not related to pitch. * Update NeMo_TTS_Primer.ipynb Corrected the description of spectrogram and mel spectrogram calculations in lines 782 & 783 and added a fourth point to the description and added a reference for more mathematical details at the end of this point. --------- * add rampup batch size support for Megatron GPT (#6424) * added rampup batch size support * added tests for rampup batch size * fixed the typos * added assertions * changed assertion rules * deleted unused imports * changed tests for rampup batch size * updated rampup batch size tests * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed styling * rampup batch size tests changes --------- * Meagtron encoder decoder fix for empty validation outputs (#6459) (#6461) * 1. Meagtron encoder decoder fix for empty validation outputs. * 1. Debugging. --------- * Code-Switching dataset creation - upgrading to aggregate tokenizer manifest format (#6448) * added functionality to create agg tokenizer compatible manifest for CS, flag to use this mode by default * updated README with the new agg_tokenizer_manifest flag * fixed typo in scripts/speech_recognition/code_switching/README.md * changed agg_tokenizer_manifest to is_lid_manifest --------- * Added/updated new Conformer configs (#6426) (#6467) * Update script for ngram rnnt and hat beam search decoding (#6370) * add rnnt ngram beamsearch script * add return encoding embedding option * update script * add rnnt and hat ngram decoding script * add some parameters * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add return_encoder_embeddings parameter to RNNTDecodingConfig * replace return_encoder_embeddings parameter * generalization of scipt behavior * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove return_encoder_embeddings parameter * remove return_encoder_embeddings parameter * add manual encoder_embeddings calculation * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix beam_width value to 8 * fix rescoring description --------- * BERT pre-training mp fork to spawn (#6442) (#6454) * change bert fork to spawn * num_workers=0 fix --------- * fix replace_bos_with_pad not found (#6443) (#6450) * reduce workers on NMT CI (#6472) (#6474) * 1. Added KERPLE positional embeddings to encoder-decoder. * 1. Added a missing file. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixing commits. * 1. Debugging. * 1. Debugging. * 1. Debugging. * 1. Debugging. --------- Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Fix an invalid link in get_data.py of ljspeech (#6456) Usage of the link in line 63 leads to downloading a html file not a tsv file, so we need to change it to a raw link. Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * 1. Added external index sample. (#6462) (#6483) Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Update README to add core installation (#6488) (#6489) * update README for megatron-core * fix --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Fix cache aware hybrid bugs (#6466) (#6484) Signed-off-by: hsiehjackson <[email protected]> * Fix typos (#6494) (#6495) Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add disclaimer about dataset for ASR (#6496) Signed-off-by: smajumdar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * fix (#6502) datastore_path_to_webdataset_url(p) if is_datastore_path(p) and is_tarred_path(p) else p NameError: name 'is_tarred_path' is not defined Co-authored-by: George <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * fix broken links r1.18.0 (#6501) (#6504) * fix broken links * fix broken links --------- Signed-off-by: Evelina <[email protected]> Co-authored-by: Evelina <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Create functions for TTS preprocessing without dataloader (#6317) * [TTS] Create functions for TTS preprocessing without dataloader Signed-off-by: Ryan <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Cache aware streaming nfa (#6209) * add cache aware streaming to nemo aligner Signed-off-by: Slyne Deng <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamps generator (#6499) * [BugFix] _get_batch_preds() is forced to keep logits in decoder timestamps generators Signed-off-by: Taejin Park <[email protected]> * Ingnore keep_logits boolean in FrameASRBatchLogits Signed-off-by: Taejin Park <[email protected]> --------- Signed-off-by: Taejin Park <[email protected]> Co-authored-by: Jagadeesh Balam <[email protected]> Signed-off-by: hsiehjackson <[email protected]> …
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* [TTS] bugfix for missing configs. (#4725) Signed-off-by: Xuesong Yang <[email protected]> * docs typo fix Signed-off-by: Oleksii Kuchaiev <[email protected]> * Fix pynini install in TTS tutorials (#4729) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * Fix ASR notebooks (#4738) Signed-off-by: smajumdar <[email protected]> Signed-off-by: smajumdar <[email protected]> * Multilingual VAD model (#4734) * add ngc link Signed-off-by: fayejf <[email protected]> * add tuned VAD config on ASR data Signed-off-by: fayejf <[email protected]> * yaml note Signed-off-by: fayejf <[email protected]> * update vad asr notebook with mVAD Signed-off-by: fayejf <[email protected]> * update vad infer config comment Signed-off-by: fayejf <[email protected]> * fix Signed-off-by: fayejf <[email protected]> * mvad sd config for ch109 Signed-off-by: fayejf <[email protected]> * update sd readme Signed-off-by: fayejf <[email protected]> * add new mVAD model to doc Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * update sd tutorial with mVAD Signed-off-by: fayejf <[email protected]> * typo fix Signed-off-by: fayejf <[email protected]> Signed-off-by: fayejf <[email protected]> * publish pretrained itn t5 model for English (#4748) Signed-off-by: Alexandra Antonova <[email protected]> Signed-off-by: Alexandra Antonova <[email protected]> Co-authored-by: Alexandra Antonova <[email protected]> * Updated docs and doc paths (#4754) * Updated docs and doc paths Signed-off-by: Virginia Adams <[email protected]> * Update Multitask_Prompt_and_PTuning.ipynb * Update README.rst * Changed branch name to use single quotes Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> * fix bug relating to ddp strategy in joint intent slot classification tutorial (#4762) * [TTS] updated config with a German IPA phoneme tokenizer (#4756) * [TTS] added a German IPA phoneme tokenizer * [TTS][ASR] enabled customized arguments for trimming the leading and trailing silence. * [TTS] disabled spline interpolation for beta-binomial distribution. Let it generate align prior and save to disks. Use a new phoneme tokenizer. * [TTS] use consistent spline interpolation with fastpitch checkpoint when generating mel-spectrograms for hifigan finetune. Signed-off-by: Xuesong Yang <[email protected]> * Update r1.11 to new heteronyms list (#4745) * Update configs to new heteronyms list * Remove old heteronyms list, add alt 'merchandise' pron to CMUdict * Update remaining references to old heteronyms list Signed-off-by: Jocelyn Huang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> * [TTS] Add multi-speaker German FastPitch and HiFiGAN NGC checkpoints (#4763) Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> * [TTS] Add single male speaker German FastPitch and HiFiGAN NGC checkpoints (#4770) Signed-off-by: Xuesong Yang <[email protected]> * Update CMUdict with more recent 0.7b entries (#4768) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> * Install pynini in docker container (#4733) Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: Vladimir Bataev <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Fix tutorial formatting (#4778) Signed-off-by: Jocelyn Huang <[email protected]> * [TTS] deprecated old scripts for ljspeech. (#4780) * deprecated old scripts for ljspeech. * removed relevent function calls in TTS docs. Signed-off-by: Xuesong Yang <[email protected]> * update branch and typos (#4788) Signed-off-by: ericharper <[email protected]> Signed-off-by: ericharper <[email protected]> * Adding support for models trained with full context for cache-aware streaming. (#4687) * added support for models trained with full context. Signed-off-by: Vahid <[email protected]> * fixed style. Signed-off-by: Vahid <[email protected]> * dropped seq_range Signed-off-by: Vahid <[email protected]> * fixed indexing in caching methods. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * updated docs. Signed-off-by: Vahid <[email protected]> * addressed comments. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> Signed-off-by: Vahid <[email protected]> * Update megatron encoder decoder model to support py37 for colab (#4791) * [ASR] Add pretrained ASR models for Croatian (#4682) * [ASR] Add pretrained ASR models for Croatian Signed-off-by: Ante Jukić <[email protected]> * Fix style for import Signed-off-by: Ante Jukić <[email protected]> Signed-off-by: Ante Jukić <[email protected]> Co-authored-by: Ante Jukić <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * added/fixed export for Megatron models (#4712) * added/fixed export for Megatron models Signed-off-by: David Mosallanezhad <[email protected]> * fixed style Signed-off-by: David Mosallanezhad <[email protected]> * fixed FusedScaleMaskSoftmax in BioMegatron Signed-off-by: David Mosallanezhad <[email protected]> * included comments Signed-off-by: David Mosallanezhad <[email protected]> Signed-off-by: David Mosallanezhad <[email protected]> Co-authored-by: David Mosallanezhad <[email protected]> Co-authored-by: Eric Harper <[email protected]> * update branch for qa notebook Signed-off-by: ericharper <[email protected]> * Fix initializing weights from ptl ckpt with exclude (#4807) Signed-off-by: sam1373 <[email protected]> Signed-off-by: sam1373 <[email protected]> * Fix index error from addition of voiced_mask and p_voiced (#4811) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * T5 prompt learning fixes (#4771) * RPE, hidden size and config fixes Signed-off-by: MaximumEntropy <[email protected]> * Update to reflect new config names Signed-off-by: MaximumEntropy <[email protected]> * Sentencepiece fixes Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Fix finetuning Signed-off-by: MaximumEntropy <[email protected]> * Add encoder seq len to gpt 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<[email protected]> * G2P docs (#4841) * g2p docs added Signed-off-by: ekmb <[email protected]> * fix references Signed-off-by: ekmb <[email protected]> * address review feedback Signed-off-by: ekmb <[email protected]> Signed-off-by: ekmb <[email protected]> * Fix providing glue in seq2seq eval (#4843) * Fix providing glue in seq2seq eval Signed-off-by: MaximumEntropy <[email protected]> * Fix Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> * Updated inference code and squad scripts (#4835) * Updated inference code and squad scripts Signed-off-by: Virginia Adams <[email protected]> * Reverted GPT & T5 inference files back to use NLPDDPlugin Signed-off-by: Virginia Adams <[email protected]> * Overwrite frozen LM to use fused adam Signed-off-by: Virginia Adams <[email protected]> * Added padded vocab size Signed-off-by: Virginia Adams <[email protected]> * Fixed val check interval value Signed-off-by: Virginia Adams <[email protected]> * Python format fix Signed-off-by: Virginia Adams <[email protected]> * Make t5 prompt learning preds write to file Signed-off-by: Virginia Adams <[email protected]> * Added back dp=1 check Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> * Update README.rst * Fix uppercasing mismatch for IPA heteronyms (#4860) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * Set the number of workers to 0 for validation and test sets in all enc-dec models (#4790) * Set workers to 0 for validation and test Signed-off-by: MaximumEntropy <[email protected]> * Revert pin memory Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Co-authored-by: Sean Naren <[email protected]> * Fix 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Debugging. * update branch Signed-off-by: ericharper <[email protected]> * fix replace_bos_with_pad not found (#6443) Signed-off-by: Abhinav Khattar <[email protected]> * Support Swiglu in TP PP Conversion (#6437) * Support Swiglu in TP PP Conversion Signed-off-by: smajumdar <[email protected]> * Guard activation Signed-off-by: smajumdar <[email protected]> * Guard activation Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> * BERT pre-training mp fork to spawn (#6442) * change bert fork to spawn Signed-off-by: Abhinav Khattar <[email protected]> * num_workers=0 fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> * Meagtron encoder decoder fix for empty validation outputs (#6459) * 1. Meagtron encoder decoder fix for empty validation outputs. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. --------- Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> * Added/updated new Conformer configs (#6426) * updated conf files. Signed-off-by: Vahid <[email protected]> * added confs. Signed-off-by: Vahid <[email protected]> * moved longconformer confs. Signed-off-by: Vahid <[email protected]> * updated readme. Signed-off-by: Vahid <[email protected]> * updated readme. Signed-off-by: Vahid <[email protected]> * updated batch sizes and added fastconformer ctc streaming configs. Signed-off-by: Vahid <[email protected]> * updated batch sizes. Signed-off-by: Vahid <[email protected]> * added hybrid support. Signed-off-by: Vahid <[email protected]> * added hybrid support. Signed-off-by: Vahid <[email protected]> --------- Signed-off-by: Vahid <[email protected]> * reduce workers on NMT CI (#6472) Signed-off-by: Abhinav Khattar <[email protected]> * move to nvidia megatron repo (#6465) Signed-off-by: Abhinav Khattar <[email protected]> * Megatron KERPLE positional embeddings (#6478) * [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] whitelist broken path fix. (#6412) * [TTS] whitelist broken path fix. 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[pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Rename config Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change copyright and random weight test Signed-off-by: hsiehjackson <[email protected]> * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix import error Signed-off-by: hsiehjackson <[email protected]> * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix dataset error Signed-off-by: hsiehjackson <[email protected]> * Remove reference speaker embedding Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove SV encoder Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix length type Signed-off-by: hsiehjackson <[email protected]> * Fix append Signed-off-by: hsiehjackson <[email protected]> * Move error msg Signed-off-by: hsiehjackson <[email protected]> * Add look-up into speaker encoder Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Add valueerror msg Signed-off-by: hsiehjackson <[email protected]> * Move lookup Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove unused Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix error Signed-off-by: hsiehjackson <[email protected]> * Rebase and Fix error Signed-off-by: hsiehjackson <[email protected]> * Fix spk encoder Signed-off-by: hsiehjackson <[email protected]> * Rename n_speakers Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix n_speakers None error Signed-off-by: hsiehjackson <[email protected]> --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Sharded manifests for tarred datasets (#6395) * testing sharded manifests Signed-off-by: Dima Rekesh <[email protected]> * compatibility Signed-off-by: Dima Rekesh <[email protected]> * proper fixes Signed-off-by: Dima Rekesh <[email protected]> * adding flag tot convert_to_tarred_audio_dataset Signed-off-by: Dima Rekesh <[email protected]> * shard_manifests conf param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * distributed checks Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes based on PR comments and tests Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes to convert_to_tarred_audio_dataset.py Signed-off-by: Dima Rekesh <[email protected]> * reversing manifest shards flag Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tests Signed-off-by: Dima Rekesh <[email protected]> * excluding manifests from webdataset url expansion Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * expand manifest paths before attempting to cache from datastore Signed-off-by: Dima Rekesh <[email protected]> * explicit use of UTF-8 for manifest i/o Signed-off-by: Dima Rekesh <[email protected]> --------- Signed-off-by: Dima Rekesh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Update wfst_text_normalization.rst (#6374) Add Hungarian (incoming in NeMo-text-processing) Signed-off-by: Jim O’Regan <[email protected]> * Support Swiglu in TP PP Conversion (#6437) (#6451) * Support Swiglu in TP PP Conversion * Guard activation * Guard activation --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * Update NeMo_TTS_Primer.ipynb (#6436) * Update NeMo_TTS_Primer.ipynb Changed a mistake in line 782. Instead of frequency band (ie. pitch) we should write frequency bin. Note that frequency bins in FFT are not related to pitch. Signed-off-by: Mostafa Ghorbandoost <[email protected]> * Update NeMo_TTS_Primer.ipynb Corrected the description of spectrogram and mel spectrogram calculations in lines 782 & 783 and added a fourth point to the description and added a reference for more mathematical details at the end of this point. Signed-off-by: Mostafa Ghorbandoost <[email protected]> --------- Signed-off-by: Mostafa Ghorbandoost <[email protected]> * add rampup batch size support for Megatron GPT (#6424) * added rampup batch size support Signed-off-by: Dmytro Pykhtar <[email protected]> * added tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * fixed the typos Signed-off-by: Dmytro Pykhtar <[email protected]> * added assertions Signed-off-by: Dmytro Pykhtar <[email protected]> * changed assertion rules Signed-off-by: Dmytro Pykhtar <[email protected]> * deleted unused imports Signed-off-by: Dmytro Pykhtar <[email protected]> * changed tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * updated rampup batch size tests Signed-off-by: Dmytro Pykhtar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed styling Signed-off-by: Dmytro Pykhtar <[email protected]> * rampup batch size tests changes Signed-off-by: Dmytro Pykhtar <[email protected]> --------- Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * Meagtron encoder decoder fix for empty validation outputs (#6459) (#6461) * 1. Meagtron encoder decoder fix for empty validation outputs. * 1. Debugging. --------- Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> * Code-Switching dataset creation - upgrading to aggregate tokenizer manifest format (#6448) * added functionality to create agg tokenizer compatible manifest for CS, flag to use this mode by default Signed-off-by: Kunal Dhawan <[email protected]> * updated README with the new agg_tokenizer_manifest flag Signed-off-by: Kunal Dhawan <[email protected]> * fixed typo in scripts/speech_recognition/code_switching/README.md Signed-off-by: Kunal Dhawan <[email protected]> * changed agg_tokenizer_manifest to is_lid_manifest Signed-off-by: Kunal Dhawan <[email protected]> --------- Signed-off-by: Kunal Dhawan <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> * Added/updated new Conformer configs (#6426) (#6467) * Update script for ngram rnnt and hat beam search decoding (#6370) * add rnnt ngram beamsearch script Signed-off-by: andrusenkoau <[email protected]> * add return encoding embedding option Signed-off-by: andrusenkoau <[email protected]> * update script Signed-off-by: andrusenkoau <[email protected]> * add rnnt and hat ngram decoding script Signed-off-by: andrusenkoau <[email protected]> * add some parameters Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add return_encoder_embeddings parameter to RNNTDecodingConfig Signed-off-by: andrusenkoau <[email protected]> * replace return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * generalization of scipt behavior Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * add manual encoder_embeddings calculation Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix beam_width value to 8 Signed-off-by: Andrei Andrusenko <[email protected]> * fix rescoring description Signed-off-by: Andrei Andrusenko <[email protected]> --------- Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> * BERT pre-training mp fork to spawn (#6442) (#6454) * change bert fork to spawn * num_workers=0 fix --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * fix replace_bos_with_pad not found (#6443) (#6450) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * reduce workers on NMT CI (#6472) (#6474) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * 1. Added KERPLE positional embeddings to encoder-decoder. Signed-off-by: Micha Livne <[email protected]> * 1. Added a missing file. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixing commits. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. * 1. Debugging. * 1. Debugging. * 1. Debugging. --------- Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * 1. Added external index sample. (#6462) Signed-off-by: Micha Livne <[email protected]> * Fix cache aware hybrid bugs (#6466) * Update README to add core installation (#6488) * update README for megatron-core Signed-off-by: Abhinav Khattar <[email protected]> * fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> * Fix typos (#6494) Signed-off-by: smajumdar <[email protected]> * fix broken links r1.18.0 (#6501) * fix broken links Signed-off-by: Evelina <[email protected]> * fix broken links Signed-off-by: Evelina <[email protected]> --------- Signed-off-by: Evelina <[email protected]> * 1. Fixed gaussian hidden transform. Signed-off-by: Micha Livne <[email protected]> * 1. Finished updating hidden loss for MIM. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix custom forward_torch_softmax (#6512) Signed-off-by: Abhinav Khattar <[email protected]> * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamp… (#6500) * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamps generator r1.18.0 Signed-off-by: Taejin Park <[email protected]> * ignore keep_logits in FrameBatchASRLogits Signed-off-by: Taejin Park <[email protected]> --------- Signed-off-by: Taejin Park <[email protected]> * [TTS] fixed broken path. (#6514) Signed-off-by: Xuesong Yang <[email protected]> * 1. Added a hiddens module. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix typos (#6523) (#6539) * Fix typos Signed-off-by: smajumdar <[email protected]> * Fix typos Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> (cherry picked from commit 5468077f5127be1a4c88065de2544f4268b9a6e4) * added back the fast emit section to the configs. (#6540) * added back the fast emit section to the configs. Signed-off-by: Vahid <[email protected]> * added back the fast emit section to the configs. Signed-off-by: Vahid <[email protected]> --------- Signed-off-by: Vahid <[email protected]> * Fix fp16 (#6543) Signed-off-by: MaximumEntropy <[email protected]> * fix (#6529) Signed-off-by: Abhinav Khattar <[email protected]> * pass .scale instead of scaler object to core (#6545) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Change Megatron Enc Dec model to use persistent_workers (#6548) * persistent workers Signed-off-by: Abhinav Khattar <[email protected]> * fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Add FastConformer Hybrid ASR models for EN, ES, IT, DE, PL, HR, UA, BY (#6549) * Added fastconfomer hybrid asr models for en, es, it, de, pl, hr, ua, by Signed-off-by: KunalDhawan <[email protected]> * updated ASR docs with the fastconformer hybrid checkpoints Signed-off-by: KunalDhawan <[email protected]> * added the fastconformer RNNT and CTC models Signed-off-by: KunalDhawan <[email protected]> --------- Signed-off-by: KunalDhawan <[email protected]> * Add scores for FastConformer models (#6557) Signed-off-by: smajumdar <[email protected]> * Patch transcribe and support offline transcribe for hybrid model (#6550) Signed-off-by: fayejf <[email protected]> * Not doing CastToFloat by default (#6524) * Not doing CastToFloat by default Signed-off-by: Boris Fomitchev <[email protected]> * Added docustring Signed-off-by: Boris Fomitchev <[email protected]> * Dummy commit Signed-off-by: Boris Fomitchev <[email protected]> --------- Signed-off-by: Boris Fomitchev <[email protected]> * temp rtd fix (#6568) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update manifest.py for speedup (#6565) * Update manifest.py Re-order the checks for faster processing audio filepaths that are already absolute paths Signed-off-by: He Huang (Steve) <[email protected]> * Update manifest.py Signed-off-by: He Huang (Steve) <[email protected]> --------- Signed-off-by: He Huang (Steve) <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> * Turn autocast off when precision is fp32 (#6554) * Turn autocast off when precision is fp32 Signed-off-by: Abhinav Khattar <[email protected]> * address review Signed-off-by: Abhinav Khattar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes Signed-off-by: Abhinav Khattar <[email protected]> * merge Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * More streaming conformer export fixes (#6567) Signed-off-by: Greg Clark <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> * Fix batch size reconf for T5 FT for multi-validation (#6582) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Updated Megatron LM encoder/decoder to use cfg for hiddens. Signed-off-by: Micha Livne <[email protected]> * 1. Added support to register externalhidden loss / transforms. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Make tensor split contiguous (#6580) Signed-off-by: Abhinav Khattar <[email protected]> * Patches from main to r1.18.0 for Virtual Parallel (#6592) * Add interleaved pp support (#6498) * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Switch to megatron core Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> (cherry picked from commit 892987169ef277f328e15b71a5a0c9bd961c8ee7) * Add patches for Virtual Parallel conversion (#6589) * Add patches for Virtual Parllel conversion Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> (cherry picked from commit 1d813a372ab51688e3af6395d905a4c0366ffd23) * Documentation for ASR-TTS models (#6594) * Add docs about hybrid ASR-TTS models Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about text-only datasets Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about ASR-TTS checkpoints Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about ASR-TTS configs and training Signed-off-by: Vladimir Bataev <[email protected]> * Clean up Signed-off-by: Vladimir Bataev <[email protected]> * ASR-TTS docs: add to api, fix imports Signed-off-by: Vladimir Bataev <[email protected]> * Clean up Signed-off-by: Vladimir Bataev <[email protected]> * Wrap optional import Signed-off-by: Vladimir Bataev <[email protected]> * Revert general ASR import Signed-off-by: Vladimir Bataev <[email protected]> --------- Signed-off-by: Vladimir Bataev <[email protected]> * Update SDP docs (#6485) * add info about SDP e.g. processor classes in docs Signed-off-by: Elena Rastorgueva <[email protected]> * add link to SDP docs in README Signed-off-by: Elena Rastorgueva <[email protected]> * address code review comments and add SDP overview diagram Signed-off-by: Elena Rastorgueva <[email protected]> * Fix spelling typo Signed-off-by: Elena Rastorgueva <[email protected]> --------- Signed-off-by: Elena Rastorgueva <[email protected]> * Create dummy iters to satisy len checks (#6600) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * Restore GPT support for interleaved pipeline parallelism (#6528) * Restore logic for data-parallel communication with pipeline parallelism in GPT Signed-off-by: Tim Moon <[email protected]> * Support dynamic attention masks in GPT Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Debug typos Signed-off-by: Tim Moon <[email protected]> * Debug data iterator caching with interleaved pipeline parallelism Each model chunk accesses the data iterator multiple times, so we need to cache multiple samples. Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update Megatron-LM commit Signed-off-by: Tim Moon <[email protected]> * Distinguish between list of data iterators and data iterator that is a list Signed-off-by: Tim Moon <[email protected]> * Create dummy iters to satisy len checks Signed-off-by: Abhinav Khattar <[email protected]> * Kludge while waiting for Megatron-LM update Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * set transformers offline to avoid rate limiting Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Eric Harper <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: ericharper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * Patch transcribe_util for steaming mode and add wer calculation back to inference scripts (#6601) * fix write Signed-off-by: fayejf <[email protected]> * decoding ctc Signed-off-by: fayejf <[email protected]> * temp set rnnt decoding return_best_hypothesis to true Signed-off-by: fayejf <[email protected]> * add wer cal back to transcribe_speech as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_rnnt as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_ctc as requested Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * reflect change in asr_evaluator Signed-off-by: fayejf <[email protected]> * reflect som and vahid comment Signed-off-by: fayejf <[email protected]> * remove return_best_hy=true in transcribe_speech Signed-off-by: fayejf <[email protected]> * no text skip Signed-off-by: fayejf <[email protected]> --------- Signed-off-by: fayejf <[email protected]> * 1. Added example conf YAML. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Added support in tensor_parallel. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add hat image to docs (#6619) Signed-off-by: andrusenkoau <[email protected]> * update core commit hash in readme (#6622) Signed-off-by: Abhinav Khattar <[email protected]> * Patch decoding for PC models (#6630) * Patch decoding logic for PC models Signed-off-by: smajumdar <[email protected]> * Patch decoding logic for PC models Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> * Fix wer.py where 'errors' variable was not set (#6633) Fix wer.py where 'errors' variable was not set when both reference and hypothesis are empty strings Signed-off-by: He Huang (Steve) <[email protected]> * fix att_context_size bug for older models. (#6635) Signed-off-by: Vahid <[email protected]> * Add megatron_core to requirements (#6639) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: ericharper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Remove from jenkins (#6641) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * remove from jenkins Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: ericharper <[email protected]> * remove dup (#6643) Signed-off-by: ericharper <[email protected]> * 1. Fixed config to use names, and added better error messages. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Added support to pass extra data to hiddens for loss computation. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Working on passing extra data to hiddnes. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. 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Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed support in loading .nemo without hiddnes module. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. 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Aug 14, 2023
* [TTS] bugfix for missing configs. (#4725) Signed-off-by: Xuesong Yang <[email protected]> * docs typo fix Signed-off-by: Oleksii Kuchaiev <[email protected]> * Fix pynini install in TTS tutorials (#4729) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * Fix ASR notebooks (#4738) Signed-off-by: smajumdar <[email protected]> Signed-off-by: smajumdar <[email protected]> * Multilingual VAD model (#4734) * add ngc link Signed-off-by: fayejf <[email protected]> * add tuned VAD config on ASR data Signed-off-by: fayejf <[email protected]> * yaml note Signed-off-by: fayejf <[email protected]> * update vad asr notebook with mVAD Signed-off-by: fayejf <[email protected]> * update vad infer config comment Signed-off-by: fayejf <[email protected]> * fix Signed-off-by: fayejf <[email protected]> * mvad sd config for ch109 Signed-off-by: fayejf <[email protected]> * update sd readme Signed-off-by: fayejf <[email protected]> * add new mVAD model to doc Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * update sd tutorial with mVAD Signed-off-by: fayejf <[email protected]> * typo fix Signed-off-by: fayejf <[email protected]> Signed-off-by: fayejf <[email protected]> * publish pretrained itn t5 model for English (#4748) Signed-off-by: Alexandra Antonova <[email protected]> Signed-off-by: Alexandra Antonova <[email protected]> Co-authored-by: Alexandra Antonova <[email protected]> * Updated docs and doc paths (#4754) * Updated docs and doc paths Signed-off-by: Virginia Adams <[email protected]> * Update Multitask_Prompt_and_PTuning.ipynb * Update README.rst * Changed branch name to use single quotes Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> * fix bug relating to ddp strategy in joint intent slot classification tutorial (#4762) * [TTS] updated config with a German IPA phoneme tokenizer (#4756) * [TTS] added a German IPA phoneme tokenizer * [TTS][ASR] enabled customized arguments for trimming the leading and trailing silence. * [TTS] disabled spline interpolation for beta-binomial distribution. Let it generate align prior and save to disks. Use a new phoneme tokenizer. * [TTS] use consistent spline interpolation with fastpitch checkpoint when generating mel-spectrograms for hifigan finetune. Signed-off-by: Xuesong Yang <[email protected]> * Update r1.11 to new heteronyms list (#4745) * Update configs to new heteronyms list * Remove old heteronyms list, add alt 'merchandise' pron to CMUdict * Update remaining references to old heteronyms list Signed-off-by: Jocelyn Huang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> * [TTS] Add multi-speaker German FastPitch and HiFiGAN NGC checkpoints (#4763) Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> * [TTS] Add single male speaker German FastPitch and HiFiGAN NGC checkpoints (#4770) Signed-off-by: Xuesong Yang <[email protected]> * Update CMUdict with more recent 0.7b entries (#4768) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> * Install pynini in docker container (#4733) Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: Vladimir Bataev <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Fix tutorial formatting (#4778) Signed-off-by: Jocelyn Huang <[email protected]> * [TTS] deprecated old scripts for ljspeech. (#4780) * deprecated old scripts for ljspeech. * removed relevent function calls in TTS docs. Signed-off-by: Xuesong Yang <[email protected]> * update branch and typos (#4788) Signed-off-by: ericharper <[email protected]> Signed-off-by: ericharper <[email protected]> * Adding support for models trained with full context for cache-aware streaming. (#4687) * added support for models trained with full context. Signed-off-by: Vahid <[email protected]> * fixed style. Signed-off-by: Vahid <[email protected]> * dropped seq_range Signed-off-by: Vahid <[email protected]> * fixed indexing in caching methods. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * updated docs. Signed-off-by: Vahid <[email protected]> * addressed comments. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> Signed-off-by: Vahid <[email protected]> * Update megatron encoder decoder model to support py37 for colab (#4791) * [ASR] Add pretrained ASR models for Croatian (#4682) * [ASR] Add pretrained ASR models for Croatian Signed-off-by: Ante Jukić <[email protected]> * Fix style for import Signed-off-by: Ante Jukić <[email protected]> Signed-off-by: Ante Jukić <[email protected]> Co-authored-by: Ante Jukić <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * added/fixed export for Megatron models (#4712) * added/fixed export for Megatron models Signed-off-by: David Mosallanezhad <[email protected]> * fixed style Signed-off-by: David Mosallanezhad <[email protected]> * fixed FusedScaleMaskSoftmax in BioMegatron Signed-off-by: David Mosallanezhad <[email protected]> * included comments Signed-off-by: David Mosallanezhad <[email protected]> Signed-off-by: David Mosallanezhad <[email protected]> Co-authored-by: David Mosallanezhad <[email protected]> Co-authored-by: Eric Harper <[email protected]> * update branch for qa notebook Signed-off-by: ericharper <[email protected]> * Fix initializing weights from ptl ckpt with exclude (#4807) Signed-off-by: sam1373 <[email protected]> Signed-off-by: sam1373 <[email protected]> * Fix index error from addition of voiced_mask and p_voiced (#4811) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * T5 prompt learning fixes (#4771) * RPE, hidden size and config fixes Signed-off-by: MaximumEntropy <[email protected]> * Update to reflect new config names Signed-off-by: MaximumEntropy <[email protected]> * Sentencepiece fixes Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Fix finetuning Signed-off-by: MaximumEntropy <[email protected]> * Add encoder seq len to gpt Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Add finetune eval script Signed-off-by: MaximumEntropy <[email protected]> * Fix name Signed-off-by: MaximumEntropy <[email protected]> * Update Jenkinsfile Signed-off-by: MaximumEntropy <[email protected]> * Update config Signed-off-by: MaximumEntropy <[email protected]> * Fix CI test Signed-off-by: MaximumEntropy <[email protected]> * Update check Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Backward compat Signed-off-by: MaximumEntropy <[email protected]> * Update CI test Signed-off-by: MaximumEntropy <[email protected]> * Split rank for Enc-Dec models Signed-off-by: MaximumEntropy <[email protected]> * Address comments Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Co-authored-by: Virginia Adams <[email protected]> * G2P docs (#4841) * g2p docs added Signed-off-by: ekmb <[email protected]> * fix references Signed-off-by: ekmb <[email protected]> * address review feedback Signed-off-by: ekmb <[email protected]> Signed-off-by: ekmb <[email protected]> * Fix providing glue in seq2seq eval (#4843) * Fix providing glue in seq2seq eval Signed-off-by: MaximumEntropy <[email protected]> * Fix Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> * Updated inference code and squad scripts (#4835) * Updated inference code and squad scripts Signed-off-by: Virginia Adams <[email protected]> * Reverted GPT & T5 inference files back to use NLPDDPlugin Signed-off-by: Virginia Adams <[email protected]> * Overwrite frozen LM to use fused adam Signed-off-by: Virginia Adams <[email protected]> * Added padded vocab size Signed-off-by: Virginia Adams <[email protected]> * Fixed val check interval value Signed-off-by: Virginia Adams <[email protected]> * Python format fix Signed-off-by: Virginia Adams <[email protected]> * Make t5 prompt learning preds write to file Signed-off-by: Virginia Adams <[email protected]> * Added back dp=1 check Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> * Update README.rst * Fix uppercasing mismatch for IPA heteronyms (#4860) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * Set the number of workers to 0 for validation and test sets in all enc-dec models (#4790) * Set workers to 0 for validation and test Signed-off-by: MaximumEntropy <[email protected]> * Revert pin memory Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Co-authored-by: Sean Naren <[email protected]> * Fix mha (#4866) * fix bug in mha forward function related to cache update return type Signed-off-by: Yang Zhang <[email protected]> * fix lgtm Signed-off-by: Yang Zhang <[email protected]> Signed-off-by: Yang Zhang <[email protected]> Co-authored-by: Sean Naren <[email protected]> * ipa bug fix (#4871) Signed-off-by: ekmb <[email protected]> Signed-off-by: ekmb <[email protected]> * Fix Megatron NMT consumed samples and ckpt_to_nemo split rank (#4884) * Fix nmt and ckpt_to_nemo Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> * added utf8 encoding (#4892) Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> * 1. Applying the same patch to r1.11.0 (#4894) Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Micha Livne <[email protected]> * Update tutorials.rst (#4897) * update readme with apex commit Signed-off-by: ericharper <[email protected]> * Add support for Apex distributed Adam optimizer with GPT-3 (#4487) * Add support for Apex distributed Adam optimizer with GPT-3 Signed-off-by: Tim Moon <[email protected]> * Fix bug in grad clipping with dist Adam Grad norm was computed over all params, not respecting model parallelism. Signed-off-by: Tim Moon <[email protected]> * Fix bug with DDP initialization Signed-off-by: Tim Moon <[email protected]> * Make distopt dependent on megatron_amp_o2 Signed-off-by: Tim Moon <[email protected]> * Fix code formatting Signed-off-by: Tim Moon <[email protected]> * Handle dist Adam in optimizer unit tests Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Tim Moon <[email protected]> Co-authored-by: Eric Harper <[email protected]> * update readme Signed-off-by: ericharper <[email protected]> * update readme Signed-off-by: ericharper <[email protected]> * latent model support * 1. Debugging. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. * update branch Signed-off-by: ericharper <[email protected]> * fix replace_bos_with_pad not found (#6443) Signed-off-by: Abhinav Khattar <[email protected]> * Support Swiglu in TP PP Conversion (#6437) * Support Swiglu in TP PP Conversion Signed-off-by: smajumdar <[email protected]> * Guard activation Signed-off-by: smajumdar <[email protected]> * Guard activation Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> * BERT pre-training mp fork to spawn (#6442) * change bert fork to spawn Signed-off-by: Abhinav Khattar <[email protected]> * num_workers=0 fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> * Meagtron encoder decoder fix for empty validation outputs (#6459) * 1. Meagtron encoder decoder fix for empty validation outputs. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. --------- Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> * Added/updated new Conformer configs (#6426) * updated conf files. Signed-off-by: Vahid <[email protected]> * added confs. Signed-off-by: Vahid <[email protected]> * moved longconformer confs. Signed-off-by: Vahid <[email protected]> * updated readme. Signed-off-by: Vahid <[email protected]> * updated readme. Signed-off-by: Vahid <[email protected]> * updated batch sizes and added fastconformer ctc streaming configs. Signed-off-by: Vahid <[email protected]> * updated batch sizes. Signed-off-by: Vahid <[email protected]> * added hybrid support. Signed-off-by: Vahid <[email protected]> * added hybrid support. Signed-off-by: Vahid <[email protected]> --------- Signed-off-by: Vahid <[email protected]> * reduce workers on NMT CI (#6472) Signed-off-by: Abhinav Khattar <[email protected]> * move to nvidia megatron repo (#6465) Signed-off-by: Abhinav Khattar <[email protected]> * Megatron KERPLE positional embeddings (#6478) * [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] whitelist broken path fix. (#6412) * [TTS] whitelist broken path fix. Signed-off-by: Xuesong Yang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Xuesong Yang <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] FastPitch speaker encoder (#6417) * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * Remove wemb Signed-off-by: hsiehjackson <[email protected]> * Fix import Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Restore aligner loss Signed-off-by: hsiehjackson <[email protected]> * Add ConditionalInput Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error and support pre-trained config Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Rename config Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change copyright and random weight test Signed-off-by: hsiehjackson <[email protected]> * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix import error Signed-off-by: hsiehjackson <[email protected]> * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix dataset error Signed-off-by: hsiehjackson <[email protected]> * Remove reference speaker embedding Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove SV encoder Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix length type Signed-off-by: hsiehjackson <[email protected]> * Fix append Signed-off-by: hsiehjackson <[email protected]> * Move error msg Signed-off-by: hsiehjackson <[email protected]> * Add look-up into speaker encoder Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Add valueerror msg Signed-off-by: hsiehjackson <[email protected]> * Move lookup Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove unused Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix error Signed-off-by: hsiehjackson <[email protected]> * Rebase and Fix error Signed-off-by: hsiehjackson <[email protected]> * Fix spk encoder Signed-off-by: hsiehjackson <[email protected]> * Rename n_speakers Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix n_speakers None error Signed-off-by: hsiehjackson <[email protected]> --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Sharded manifests for tarred datasets (#6395) * testing sharded manifests Signed-off-by: Dima Rekesh <[email protected]> * compatibility Signed-off-by: Dima Rekesh <[email protected]> * proper fixes Signed-off-by: Dima Rekesh <[email protected]> * adding flag tot convert_to_tarred_audio_dataset Signed-off-by: Dima Rekesh <[email protected]> * shard_manifests conf param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * distributed checks Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes based on PR comments and tests Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes to convert_to_tarred_audio_dataset.py Signed-off-by: Dima Rekesh <[email protected]> * reversing manifest shards flag Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tests Signed-off-by: Dima Rekesh <[email protected]> * excluding manifests from webdataset url expansion Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * expand manifest paths before attempting to cache from datastore Signed-off-by: Dima Rekesh <[email protected]> * explicit use of UTF-8 for manifest i/o Signed-off-by: Dima Rekesh <[email protected]> --------- Signed-off-by: Dima Rekesh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Update wfst_text_normalization.rst (#6374) Add Hungarian (incoming in NeMo-text-processing) Signed-off-by: Jim O’Regan <[email protected]> * Support Swiglu in TP PP Conversion (#6437) (#6451) * Support Swiglu in TP PP Conversion * Guard activation * Guard activation --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * Update NeMo_TTS_Primer.ipynb (#6436) * Update NeMo_TTS_Primer.ipynb Changed a mistake in line 782. Instead of frequency band (ie. pitch) we should write frequency bin. Note that frequency bins in FFT are not related to pitch. Signed-off-by: Mostafa Ghorbandoost <[email protected]> * Update NeMo_TTS_Primer.ipynb Corrected the description of spectrogram and mel spectrogram calculations in lines 782 & 783 and added a fourth point to the description and added a reference for more mathematical details at the end of this point. Signed-off-by: Mostafa Ghorbandoost <[email protected]> --------- Signed-off-by: Mostafa Ghorbandoost <[email protected]> * add rampup batch size support for Megatron GPT (#6424) * added rampup batch size support Signed-off-by: Dmytro Pykhtar <[email protected]> * added tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * fixed the typos Signed-off-by: Dmytro Pykhtar <[email protected]> * added assertions Signed-off-by: Dmytro Pykhtar <[email protected]> * changed assertion rules Signed-off-by: Dmytro Pykhtar <[email protected]> * deleted unused imports Signed-off-by: Dmytro Pykhtar <[email protected]> * changed tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * updated rampup batch size tests Signed-off-by: Dmytro Pykhtar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed styling Signed-off-by: Dmytro Pykhtar <[email protected]> * rampup batch size tests changes Signed-off-by: Dmytro Pykhtar <[email protected]> --------- Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * Meagtron encoder decoder fix for empty validation outputs (#6459) (#6461) * 1. Meagtron encoder decoder fix for empty validation outputs. * 1. Debugging. --------- Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> * Code-Switching dataset creation - upgrading to aggregate tokenizer manifest format (#6448) * added functionality to create agg tokenizer compatible manifest for CS, flag to use this mode by default Signed-off-by: Kunal Dhawan <[email protected]> * updated README with the new agg_tokenizer_manifest flag Signed-off-by: Kunal Dhawan <[email protected]> * fixed typo in scripts/speech_recognition/code_switching/README.md Signed-off-by: Kunal Dhawan <[email protected]> * changed agg_tokenizer_manifest to is_lid_manifest Signed-off-by: Kunal Dhawan <[email protected]> --------- Signed-off-by: Kunal Dhawan <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> * Added/updated new Conformer configs (#6426) (#6467) * Update script for ngram rnnt and hat beam search decoding (#6370) * add rnnt ngram beamsearch script Signed-off-by: andrusenkoau <[email protected]> * add return encoding embedding option Signed-off-by: andrusenkoau <[email protected]> * update script Signed-off-by: andrusenkoau <[email protected]> * add rnnt and hat ngram decoding script Signed-off-by: andrusenkoau <[email protected]> * add some parameters Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add return_encoder_embeddings parameter to RNNTDecodingConfig Signed-off-by: andrusenkoau <[email protected]> * replace return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * generalization of scipt behavior Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * add manual encoder_embeddings calculation Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix beam_width value to 8 Signed-off-by: Andrei Andrusenko <[email protected]> * fix rescoring description Signed-off-by: Andrei Andrusenko <[email protected]> --------- Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> * BERT pre-training mp fork to spawn (#6442) (#6454) * change bert fork to spawn * num_workers=0 fix --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * fix replace_bos_with_pad not found (#6443) (#6450) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * reduce workers on NMT CI (#6472) (#6474) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * 1. Added KERPLE positional embeddings to encoder-decoder. Signed-off-by: Micha Livne <[email protected]> * 1. Added a missing file. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixing commits. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. * 1. Debugging. * 1. Debugging. * 1. Debugging. --------- Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * 1. Added external index sample. (#6462) Signed-off-by: Micha Livne <[email protected]> * Fix cache aware hybrid bugs (#6466) * Update README to add core installation (#6488) * update README for megatron-core Signed-off-by: Abhinav Khattar <[email protected]> * fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> * Fix typos (#6494) Signed-off-by: smajumdar <[email protected]> * fix broken links r1.18.0 (#6501) * fix broken links Signed-off-by: Evelina <[email protected]> * fix broken links Signed-off-by: Evelina <[email protected]> --------- Signed-off-by: Evelina <[email protected]> * 1. Fixed gaussian hidden transform. Signed-off-by: Micha Livne <[email protected]> * 1. Finished updating hidden loss for MIM. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix custom forward_torch_softmax (#6512) Signed-off-by: Abhinav Khattar <[email protected]> * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamp… (#6500) * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamps generator r1.18.0 Signed-off-by: Taejin Park <[email protected]> * ignore keep_logits in FrameBatchASRLogits Signed-off-by: Taejin Park <[email protected]> --------- Signed-off-by: Taejin Park <[email protected]> * [TTS] fixed broken path. (#6514) Signed-off-by: Xuesong Yang <[email protected]> * 1. Added a hiddens module. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix typos (#6523) (#6539) * Fix typos Signed-off-by: smajumdar <[email protected]> * Fix typos Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> (cherry picked from commit 5468077f5127be1a4c88065de2544f4268b9a6e4) * added back the fast emit section to the configs. (#6540) * added back the fast emit section to the configs. Signed-off-by: Vahid <[email protected]> * added back the fast emit section to the configs. Signed-off-by: Vahid <[email protected]> --------- Signed-off-by: Vahid <[email protected]> * Fix fp16 (#6543) Signed-off-by: MaximumEntropy <[email protected]> * fix (#6529) Signed-off-by: Abhinav Khattar <[email protected]> * pass .scale instead of scaler object to core (#6545) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Change Megatron Enc Dec model to use persistent_workers (#6548) * persistent workers Signed-off-by: Abhinav Khattar <[email protected]> * fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Add FastConformer Hybrid ASR models for EN, ES, IT, DE, PL, HR, UA, BY (#6549) * Added fastconfomer hybrid asr models for en, es, it, de, pl, hr, ua, by Signed-off-by: KunalDhawan <[email protected]> * updated ASR docs with the fastconformer hybrid checkpoints Signed-off-by: KunalDhawan <[email protected]> * added the fastconformer RNNT and CTC models Signed-off-by: KunalDhawan <[email protected]> --------- Signed-off-by: KunalDhawan <[email protected]> * Add scores for FastConformer models (#6557) Signed-off-by: smajumdar <[email protected]> * Patch transcribe and support offline transcribe for hybrid model (#6550) Signed-off-by: fayejf <[email protected]> * Not doing CastToFloat by default (#6524) * Not doing CastToFloat by default Signed-off-by: Boris Fomitchev <[email protected]> * Added docustring Signed-off-by: Boris Fomitchev <[email protected]> * Dummy commit Signed-off-by: Boris Fomitchev <[email protected]> --------- Signed-off-by: Boris Fomitchev <[email protected]> * temp rtd fix (#6568) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update manifest.py for speedup (#6565) * Update manifest.py Re-order the checks for faster processing audio filepaths that are already absolute paths Signed-off-by: He Huang (Steve) <[email protected]> * Update manifest.py Signed-off-by: He Huang (Steve) <[email protected]> --------- Signed-off-by: He Huang (Steve) <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> * Turn autocast off when precision is fp32 (#6554) * Turn autocast off when precision is fp32 Signed-off-by: Abhinav Khattar <[email protected]> * address review Signed-off-by: Abhinav Khattar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes Signed-off-by: Abhinav Khattar <[email protected]> * merge Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * More streaming conformer export fixes (#6567) Signed-off-by: Greg Clark <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> * Fix batch size reconf for T5 FT for multi-validation (#6582) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Updated Megatron LM encoder/decoder to use cfg for hiddens. Signed-off-by: Micha Livne <[email protected]> * 1. Added support to register externalhidden loss / transforms. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Make tensor split contiguous (#6580) Signed-off-by: Abhinav Khattar <[email protected]> * Patches from main to r1.18.0 for Virtual Parallel (#6592) * Add interleaved pp support (#6498) * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Switch to megatron core Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> (cherry picked from commit 892987169ef277f328e15b71a5a0c9bd961c8ee7) * Add patches for Virtual Parallel conversion (#6589) * Add patches for Virtual Parllel conversion Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> (cherry picked from commit 1d813a372ab51688e3af6395d905a4c0366ffd23) * Documentation for ASR-TTS models (#6594) * Add docs about hybrid ASR-TTS models Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about text-only datasets Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about ASR-TTS checkpoints Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about ASR-TTS configs and training Signed-off-by: Vladimir Bataev <[email protected]> * Clean up Signed-off-by: Vladimir Bataev <[email protected]> * ASR-TTS docs: add to api, fix imports Signed-off-by: Vladimir Bataev <[email protected]> * Clean up Signed-off-by: Vladimir Bataev <[email protected]> * Wrap optional import Signed-off-by: Vladimir Bataev <[email protected]> * Revert general ASR import Signed-off-by: Vladimir Bataev <[email protected]> --------- Signed-off-by: Vladimir Bataev <[email protected]> * Update SDP docs (#6485) * add info about SDP e.g. processor classes in docs Signed-off-by: Elena Rastorgueva <[email protected]> * add link to SDP docs in README Signed-off-by: Elena Rastorgueva <[email protected]> * address code review comments and add SDP overview diagram Signed-off-by: Elena Rastorgueva <[email protected]> * Fix spelling typo Signed-off-by: Elena Rastorgueva <[email protected]> --------- Signed-off-by: Elena Rastorgueva <[email protected]> * Create dummy iters to satisy len checks (#6600) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * Restore GPT support for interleaved pipeline parallelism (#6528) * Restore logic for data-parallel communication with pipeline parallelism in GPT Signed-off-by: Tim Moon <[email protected]> * Support dynamic attention masks in GPT Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Debug typos Signed-off-by: Tim Moon <[email protected]> * Debug data iterator caching with interleaved pipeline parallelism Each model chunk accesses the data iterator multiple times, so we need to cache multiple samples. Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update Megatron-LM commit Signed-off-by: Tim Moon <[email protected]> * Distinguish between list of data iterators and data iterator that is a list Signed-off-by: Tim Moon <[email protected]> * Create dummy iters to satisy len checks Signed-off-by: Abhinav Khattar <[email protected]> * Kludge while waiting for Megatron-LM update Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * set transformers offline to avoid rate limiting Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Eric Harper <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: ericharper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * Patch transcribe_util for steaming mode and add wer calculation back to inference scripts (#6601) * fix write Signed-off-by: fayejf <[email protected]> * decoding ctc Signed-off-by: fayejf <[email protected]> * temp set rnnt decoding return_best_hypothesis to true Signed-off-by: fayejf <[email protected]> * add wer cal back to transcribe_speech as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_rnnt as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_ctc as requested Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * reflect change in asr_evaluator Signed-off-by: fayejf <[email protected]> * reflect som and vahid comment Signed-off-by: fayejf <[email protected]> * remove return_best_hy=true in transcribe_speech Signed-off-by: fayejf <[email protected]> * no text skip Signed-off-by: fayejf <[email protected]> --------- Signed-off-by: fayejf <[email protected]> * 1. Added example conf YAML. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Added support in tensor_parallel. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add hat image to docs (#6619) Signed-off-by: andrusenkoau <[email protected]> * update core commit hash in readme (#6622) Signed-off-by: Abhinav Khattar <[email protected]> * Patch decoding for PC models (#6630) * Patch decoding logic for PC models Signed-off-by: smajumdar <[email protected]> * Patch decoding logic for PC models Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> * Fix wer.py where 'errors' variable was not set (#6633) Fix wer.py where 'errors' variable was not set when both reference and hypothesis are empty strings Signed-off-by: He Huang (Steve) <[email protected]> * fix att_context_size bug for older models. (#6635) Signed-off-by: Vahid <[email protected]> * Add megatron_core to requirements (#6639) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: ericharper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Remove from jenkins (#6641) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * remove from jenkins Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: ericharper <[email protected]> * remove dup (#6643) Signed-off-by: ericharper <[email protected]> * 1. Fixed config to use names, and added better error messages. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Added support to pass extra data to hiddens for loss computation. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Working on passing extra data to hiddnes. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed support in loading .nemo without hiddnes module. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Improved and fixed logging of validation and testing. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixed training logging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixed logging of hidden loss. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed logging names. 2. Added logging to hiddens and tokens loss. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed conflicts. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> --------- Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Oleksii Kuchaiev <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: fayejf <[email protected]> Signed-off-by: Alexandra Antonova <[email protected]> Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: ericharper <[email protected]> Signed-off-by: Vahid <[email protected]> Signed-off-by: Ante Jukić <[email protected]> Signed-off-by: David Mosallanezhad <[email protected]> Signed-off-by: sam1373 <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: ekmb <[email protected]> Signed-off-by: Yang Zhang <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Evelina <[email protected]> Signed-off-by: Taejin Park <[email protected]> Signed-off-by: KunalDhawan <[email protected]> Signed-off-by: Boris Fomitchev <[email protected]> Signed-off-by: He Huang (Steve) <[email protected]> Signed-off-by: Greg Clark <[email protected]> Signed-off-by: Elena Rastorgueva <[email protected]> Signed-off-by: Eric Harper <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Oleksii Kuchaiev <[email protected]> Co-authored-by: Jocelyn <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: fayejf <[email protected]> Co-authored-by: bene-ges <[email protected]> Co-authored-by: Alexandra Antonova <[email protected]> Co-authored-by: Virginia Adams <[email protected]> Co-authored-by: Zhilin Wang <[email protected]> Co-authored-by: Vladimir Bataev <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> Co-authored-by: anteju <[email protected]> Co-authored-by: Ante Jukić <[email protected]> Co-authored-by: David <[email protected]> Co-authored-by: David Mosallanezhad <[email protected]> Co-authored-by: Samuel Kriman <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> Co-authored-by: Evelina <[email protected]> Co-authored-by: Sean Naren <[email protected]> Co-authored-by: Yang Zhang <[email protected]> Co-authored-by: Sean Naren <[email protected]> Co-authored-by: Tim Moon <[email protected]> Co-authored-by: Neha Tadimeti <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Taejin Park <[email protected]> Co-authored-by: Boris Fomitchev <[email protected]> Co-authored-by: He Huang (Steve) <[email protected]> Co-authored-by: Greg Clark <[email protected]> Co-authored-by: Elena Rastorgueva <[email protected]>
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* [TTS] bugfix for missing configs. (#4725) Signed-off-by: Xuesong Yang <[email protected]> * docs typo fix Signed-off-by: Oleksii Kuchaiev <[email protected]> * Fix pynini install in TTS tutorials (#4729) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * Fix ASR notebooks (#4738) Signed-off-by: smajumdar <[email protected]> Signed-off-by: smajumdar <[email protected]> * Multilingual VAD model (#4734) * add ngc link Signed-off-by: fayejf <[email protected]> * add tuned VAD config on ASR data Signed-off-by: fayejf <[email protected]> * yaml note Signed-off-by: fayejf <[email protected]> * update vad asr notebook with mVAD Signed-off-by: fayejf <[email protected]> * update vad infer config comment Signed-off-by: fayejf <[email protected]> * fix Signed-off-by: fayejf <[email protected]> * mvad sd config for ch109 Signed-off-by: fayejf <[email protected]> * update sd readme Signed-off-by: fayejf <[email protected]> * add new mVAD model to doc Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * update sd tutorial with mVAD Signed-off-by: fayejf <[email protected]> * typo fix Signed-off-by: fayejf <[email protected]> Signed-off-by: fayejf <[email protected]> * publish pretrained itn t5 model for English (#4748) Signed-off-by: Alexandra Antonova <[email protected]> Signed-off-by: Alexandra Antonova <[email protected]> Co-authored-by: Alexandra Antonova <[email protected]> * Updated docs and doc paths (#4754) * Updated docs and doc paths Signed-off-by: Virginia Adams <[email protected]> * Update Multitask_Prompt_and_PTuning.ipynb * Update README.rst * Changed branch name to use single quotes Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> * fix bug relating to ddp strategy in joint intent slot classification tutorial (#4762) * [TTS] updated config with a German IPA phoneme tokenizer (#4756) * [TTS] added a German IPA phoneme tokenizer * [TTS][ASR] enabled customized arguments for trimming the leading and trailing silence. * [TTS] disabled spline interpolation for beta-binomial distribution. Let it generate align prior and save to disks. Use a new phoneme tokenizer. * [TTS] use consistent spline interpolation with fastpitch checkpoint when generating mel-spectrograms for hifigan finetune. Signed-off-by: Xuesong Yang <[email protected]> * Update r1.11 to new heteronyms list (#4745) * Update configs to new heteronyms list * Remove old heteronyms list, add alt 'merchandise' pron to CMUdict * Update remaining references to old heteronyms list Signed-off-by: Jocelyn Huang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> * [TTS] Add multi-speaker German FastPitch and HiFiGAN NGC checkpoints (#4763) Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> * [TTS] Add single male speaker German FastPitch and HiFiGAN NGC checkpoints (#4770) Signed-off-by: Xuesong Yang <[email protected]> * Update CMUdict with more recent 0.7b entries (#4768) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> * Install pynini in docker container (#4733) Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: Vladimir Bataev <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Fix tutorial formatting (#4778) Signed-off-by: Jocelyn Huang <[email protected]> * [TTS] deprecated old scripts for ljspeech. (#4780) * deprecated old scripts for ljspeech. * removed relevent function calls in TTS docs. Signed-off-by: Xuesong Yang <[email protected]> * update branch and typos (#4788) Signed-off-by: ericharper <[email protected]> Signed-off-by: ericharper <[email protected]> * Adding support for models trained with full context for cache-aware streaming. (#4687) * added support for models trained with full context. Signed-off-by: Vahid <[email protected]> * fixed style. Signed-off-by: Vahid <[email protected]> * dropped seq_range Signed-off-by: Vahid <[email protected]> * fixed indexing in caching methods. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * updated docs. Signed-off-by: Vahid <[email protected]> * addressed comments. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> Signed-off-by: Vahid <[email protected]> * Update megatron encoder decoder model to support py37 for colab (#4791) * [ASR] Add pretrained ASR models for Croatian (#4682) * [ASR] Add pretrained ASR models for Croatian Signed-off-by: Ante Jukić <[email protected]> * Fix style for import Signed-off-by: Ante Jukić <[email protected]> Signed-off-by: Ante Jukić <[email protected]> Co-authored-by: Ante Jukić <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * added/fixed export for Megatron models (#4712) * added/fixed export for Megatron models Signed-off-by: David Mosallanezhad <[email protected]> * fixed style Signed-off-by: David Mosallanezhad <[email protected]> * fixed FusedScaleMaskSoftmax in BioMegatron Signed-off-by: David Mosallanezhad <[email protected]> * included comments Signed-off-by: David Mosallanezhad <[email protected]> Signed-off-by: David Mosallanezhad <[email protected]> Co-authored-by: David Mosallanezhad <[email protected]> Co-authored-by: Eric Harper <[email protected]> * update branch for qa notebook Signed-off-by: ericharper <[email protected]> * Fix initializing weights from ptl ckpt with exclude (#4807) Signed-off-by: sam1373 <[email protected]> Signed-off-by: sam1373 <[email protected]> * Fix index error from addition of voiced_mask and p_voiced (#4811) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * T5 prompt learning fixes (#4771) * RPE, hidden size and config fixes Signed-off-by: MaximumEntropy <[email protected]> * Update to reflect new config names Signed-off-by: MaximumEntropy <[email protected]> * Sentencepiece fixes Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Fix finetuning Signed-off-by: MaximumEntropy <[email protected]> * Add encoder seq len to gpt Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Add finetune eval script Signed-off-by: MaximumEntropy <[email protected]> * Fix name Signed-off-by: MaximumEntropy <[email protected]> * Update Jenkinsfile Signed-off-by: MaximumEntropy <[email protected]> * Update config Signed-off-by: MaximumEntropy <[email protected]> * Fix CI test Signed-off-by: MaximumEntropy <[email protected]> * Update check Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Backward compat Signed-off-by: MaximumEntropy <[email protected]> * Update CI test Signed-off-by: MaximumEntropy <[email protected]> * Split rank for Enc-Dec models Signed-off-by: MaximumEntropy <[email protected]> * Address comments Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Co-authored-by: Virginia Adams <[email protected]> * G2P docs (#4841) * g2p docs added Signed-off-by: ekmb <[email protected]> * fix references Signed-off-by: ekmb <[email protected]> * address review feedback Signed-off-by: ekmb <[email protected]> Signed-off-by: ekmb <[email protected]> * Fix providing glue in seq2seq eval (#4843) * Fix providing glue in seq2seq eval Signed-off-by: MaximumEntropy <[email protected]> * Fix Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> * Updated inference code and squad scripts (#4835) * Updated inference code and squad scripts Signed-off-by: Virginia Adams <[email protected]> * Reverted GPT & T5 inference files back to use NLPDDPlugin Signed-off-by: Virginia Adams <[email protected]> * Overwrite frozen LM to use fused adam Signed-off-by: Virginia Adams <[email protected]> * Added padded vocab size Signed-off-by: Virginia Adams <[email protected]> * Fixed val check interval value Signed-off-by: Virginia Adams <[email protected]> * Python format fix Signed-off-by: Virginia Adams <[email protected]> * Make t5 prompt learning preds write to file Signed-off-by: Virginia Adams <[email protected]> * Added back dp=1 check Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> * Update README.rst * Fix uppercasing mismatch for IPA heteronyms (#4860) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * Set the number of workers to 0 for validation and test sets in all enc-dec models (#4790) * Set workers to 0 for validation and test Signed-off-by: MaximumEntropy <[email protected]> * Revert pin memory Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Co-authored-by: Sean Naren <[email protected]> * Fix mha (#4866) * fix bug in mha forward function related to cache update return type Signed-off-by: Yang Zhang <[email protected]> * fix lgtm Signed-off-by: Yang Zhang <[email protected]> Signed-off-by: Yang Zhang <[email protected]> Co-authored-by: Sean Naren <[email protected]> * ipa bug fix (#4871) Signed-off-by: ekmb <[email protected]> Signed-off-by: ekmb <[email protected]> * Fix Megatron NMT consumed samples and ckpt_to_nemo split rank (#4884) * Fix nmt and ckpt_to_nemo Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> * added utf8 encoding (#4892) Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> * 1. Applying the same patch to r1.11.0 (#4894) Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Micha Livne <[email protected]> * Update tutorials.rst (#4897) * update readme with apex commit Signed-off-by: ericharper <[email protected]> * Add support for Apex distributed Adam optimizer with GPT-3 (#4487) * Add support for Apex distributed Adam optimizer with GPT-3 Signed-off-by: Tim Moon <[email protected]> * Fix bug in grad clipping with dist Adam Grad norm was computed over all params, not respecting model parallelism. Signed-off-by: Tim Moon <[email protected]> * Fix bug with DDP initialization Signed-off-by: Tim Moon <[email protected]> * Make distopt dependent on megatron_amp_o2 Signed-off-by: Tim Moon <[email protected]> * Fix code formatting Signed-off-by: Tim Moon <[email protected]> * Handle dist Adam in optimizer unit tests Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Tim Moon <[email protected]> Co-authored-by: Eric Harper <[email protected]> * update readme Signed-off-by: ericharper <[email protected]> * update readme Signed-off-by: ericharper <[email protected]> * latent model support * 1. Debugging. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. * update branch Signed-off-by: ericharper <[email protected]> * fix replace_bos_with_pad not found (#6443) Signed-off-by: Abhinav Khattar <[email protected]> * Support Swiglu in TP PP Conversion (#6437) * Support Swiglu in TP PP Conversion Signed-off-by: smajumdar <[email protected]> * Guard activation Signed-off-by: smajumdar <[email protected]> * Guard activation Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> * BERT pre-training mp fork to spawn (#6442) * change bert fork to spawn Signed-off-by: Abhinav Khattar <[email protected]> * num_workers=0 fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> * Meagtron encoder decoder fix for empty validation outputs (#6459) * 1. Meagtron encoder decoder fix for empty validation outputs. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. --------- Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> * Added/updated new Conformer configs (#6426) * updated conf files. Signed-off-by: Vahid <[email protected]> * added confs. Signed-off-by: Vahid <[email protected]> * moved longconformer confs. Signed-off-by: Vahid <[email protected]> * updated readme. Signed-off-by: Vahid <[email protected]> * updated readme. Signed-off-by: Vahid <[email protected]> * updated batch sizes and added fastconformer ctc streaming configs. Signed-off-by: Vahid <[email protected]> * updated batch sizes. Signed-off-by: Vahid <[email protected]> * added hybrid support. Signed-off-by: Vahid <[email protected]> * added hybrid support. Signed-off-by: Vahid <[email protected]> --------- Signed-off-by: Vahid <[email protected]> * reduce workers on NMT CI (#6472) Signed-off-by: Abhinav Khattar <[email protected]> * move to nvidia megatron repo (#6465) Signed-off-by: Abhinav Khattar <[email protected]> * Megatron KERPLE positional embeddings (#6478) * [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] whitelist broken path fix. (#6412) * [TTS] whitelist broken path fix. Signed-off-by: Xuesong Yang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Xuesong Yang <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] FastPitch speaker encoder (#6417) * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * Remove wemb Signed-off-by: hsiehjackson <[email protected]> * Fix import Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Restore aligner loss Signed-off-by: hsiehjackson <[email protected]> * Add ConditionalInput Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error and support pre-trained config Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Rename config Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change copyright and random weight test Signed-off-by: hsiehjackson <[email protected]> * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix import error Signed-off-by: hsiehjackson <[email protected]> * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix dataset error Signed-off-by: hsiehjackson <[email protected]> * Remove reference speaker embedding Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove SV encoder Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix length type Signed-off-by: hsiehjackson <[email protected]> * Fix append Signed-off-by: hsiehjackson <[email protected]> * Move error msg Signed-off-by: hsiehjackson <[email protected]> * Add look-up into speaker encoder Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Add valueerror msg Signed-off-by: hsiehjackson <[email protected]> * Move lookup Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove unused Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix error Signed-off-by: hsiehjackson <[email protected]> * Rebase and Fix error Signed-off-by: hsiehjackson <[email protected]> * Fix spk encoder Signed-off-by: hsiehjackson <[email protected]> * Rename n_speakers Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix n_speakers None error Signed-off-by: hsiehjackson <[email protected]> --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Sharded manifests for tarred datasets (#6395) * testing sharded manifests Signed-off-by: Dima Rekesh <[email protected]> * compatibility Signed-off-by: Dima Rekesh <[email protected]> * proper fixes Signed-off-by: Dima Rekesh <[email protected]> * adding flag tot convert_to_tarred_audio_dataset Signed-off-by: Dima Rekesh <[email protected]> * shard_manifests conf param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * distributed checks Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes based on PR comments and tests Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes to convert_to_tarred_audio_dataset.py Signed-off-by: Dima Rekesh <[email protected]> * reversing manifest shards flag Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tests Signed-off-by: Dima Rekesh <[email protected]> * excluding manifests from webdataset url expansion Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * expand manifest paths before attempting to cache from datastore Signed-off-by: Dima Rekesh <[email protected]> * explicit use of UTF-8 for manifest i/o Signed-off-by: Dima Rekesh <[email protected]> --------- Signed-off-by: Dima Rekesh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Update wfst_text_normalization.rst (#6374) Add Hungarian (incoming in NeMo-text-processing) Signed-off-by: Jim O’Regan <[email protected]> * Support Swiglu in TP PP Conversion (#6437) (#6451) * Support Swiglu in TP PP Conversion * Guard activation * Guard activation --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * Update NeMo_TTS_Primer.ipynb (#6436) * Update NeMo_TTS_Primer.ipynb Changed a mistake in line 782. Instead of frequency band (ie. pitch) we should write frequency bin. Note that frequency bins in FFT are not related to pitch. Signed-off-by: Mostafa Ghorbandoost <[email protected]> * Update NeMo_TTS_Primer.ipynb Corrected the description of spectrogram and mel spectrogram calculations in lines 782 & 783 and added a fourth point to the description and added a reference for more mathematical details at the end of this point. Signed-off-by: Mostafa Ghorbandoost <[email protected]> --------- Signed-off-by: Mostafa Ghorbandoost <[email protected]> * add rampup batch size support for Megatron GPT (#6424) * added rampup batch size support Signed-off-by: Dmytro Pykhtar <[email protected]> * added tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * fixed the typos Signed-off-by: Dmytro Pykhtar <[email protected]> * added assertions Signed-off-by: Dmytro Pykhtar <[email protected]> * changed assertion rules Signed-off-by: Dmytro Pykhtar <[email protected]> * deleted unused imports Signed-off-by: Dmytro Pykhtar <[email protected]> * changed tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * updated rampup batch size tests Signed-off-by: Dmytro Pykhtar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed styling Signed-off-by: Dmytro Pykhtar <[email protected]> * rampup batch size tests changes Signed-off-by: Dmytro Pykhtar <[email protected]> --------- Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * Meagtron encoder decoder fix for empty validation outputs (#6459) (#6461) * 1. Meagtron encoder decoder fix for empty validation outputs. * 1. Debugging. --------- Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> * Code-Switching dataset creation - upgrading to aggregate tokenizer manifest format (#6448) * added functionality to create agg tokenizer compatible manifest for CS, flag to use this mode by default Signed-off-by: Kunal Dhawan <[email protected]> * updated README with the new agg_tokenizer_manifest flag Signed-off-by: Kunal Dhawan <[email protected]> * fixed typo in scripts/speech_recognition/code_switching/README.md Signed-off-by: Kunal Dhawan <[email protected]> * changed agg_tokenizer_manifest to is_lid_manifest Signed-off-by: Kunal Dhawan <[email protected]> --------- Signed-off-by: Kunal Dhawan <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> * Added/updated new Conformer configs (#6426) (#6467) * Update script for ngram rnnt and hat beam search decoding (#6370) * add rnnt ngram beamsearch script Signed-off-by: andrusenkoau <[email protected]> * add return encoding embedding option Signed-off-by: andrusenkoau <[email protected]> * update script Signed-off-by: andrusenkoau <[email protected]> * add rnnt and hat ngram decoding script Signed-off-by: andrusenkoau <[email protected]> * add some parameters Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add return_encoder_embeddings parameter to RNNTDecodingConfig Signed-off-by: andrusenkoau <[email protected]> * replace return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * generalization of scipt behavior Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * add manual encoder_embeddings calculation Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix beam_width value to 8 Signed-off-by: Andrei Andrusenko <[email protected]> * fix rescoring description Signed-off-by: Andrei Andrusenko <[email protected]> --------- Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> * BERT pre-training mp fork to spawn (#6442) (#6454) * change bert fork to spawn * num_workers=0 fix --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * fix replace_bos_with_pad not found (#6443) (#6450) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * reduce workers on NMT CI (#6472) (#6474) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * 1. Added KERPLE positional embeddings to encoder-decoder. Signed-off-by: Micha Livne <[email protected]> * 1. Added a missing file. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixing commits. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. * 1. Debugging. * 1. Debugging. * 1. Debugging. --------- Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * 1. Added external index sample. (#6462) Signed-off-by: Micha Livne <[email protected]> * Fix cache aware hybrid bugs (#6466) * Update README to add core installation (#6488) * update README for megatron-core Signed-off-by: Abhinav Khattar <[email protected]> * fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> * Fix typos (#6494) Signed-off-by: smajumdar <[email protected]> * fix broken links r1.18.0 (#6501) * fix broken links Signed-off-by: Evelina <[email protected]> * fix broken links Signed-off-by: Evelina <[email protected]> --------- Signed-off-by: Evelina <[email protected]> * 1. Fixed gaussian hidden transform. Signed-off-by: Micha Livne <[email protected]> * 1. Finished updating hidden loss for MIM. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix custom forward_torch_softmax (#6512) Signed-off-by: Abhinav Khattar <[email protected]> * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamp… (#6500) * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamps generator r1.18.0 Signed-off-by: Taejin Park <[email protected]> * ignore keep_logits in FrameBatchASRLogits Signed-off-by: Taejin Park <[email protected]> --------- Signed-off-by: Taejin Park <[email protected]> * [TTS] fixed broken path. (#6514) Signed-off-by: Xuesong Yang <[email protected]> * 1. Added a hiddens module. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix typos (#6523) (#6539) * Fix typos Signed-off-by: smajumdar <[email protected]> * Fix typos Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> (cherry picked from commit 5468077f5127be1a4c88065de2544f4268b9a6e4) * added back the fast emit section to the configs. (#6540) * added back the fast emit section to the configs. Signed-off-by: Vahid <[email protected]> * added back the fast emit section to the configs. Signed-off-by: Vahid <[email protected]> --------- Signed-off-by: Vahid <[email protected]> * Fix fp16 (#6543) Signed-off-by: MaximumEntropy <[email protected]> * fix (#6529) Signed-off-by: Abhinav Khattar <[email protected]> * pass .scale instead of scaler object to core (#6545) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Change Megatron Enc Dec model to use persistent_workers (#6548) * persistent workers Signed-off-by: Abhinav Khattar <[email protected]> * fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Add FastConformer Hybrid ASR models for EN, ES, IT, DE, PL, HR, UA, BY (#6549) * Added fastconfomer hybrid asr models for en, es, it, de, pl, hr, ua, by Signed-off-by: KunalDhawan <[email protected]> * updated ASR docs with the fastconformer hybrid checkpoints Signed-off-by: KunalDhawan <[email protected]> * added the fastconformer RNNT and CTC models Signed-off-by: KunalDhawan <[email protected]> --------- Signed-off-by: KunalDhawan <[email protected]> * Add scores for FastConformer models (#6557) Signed-off-by: smajumdar <[email protected]> * Patch transcribe and support offline transcribe for hybrid model (#6550) Signed-off-by: fayejf <[email protected]> * Not doing CastToFloat by default (#6524) * Not doing CastToFloat by default Signed-off-by: Boris Fomitchev <[email protected]> * Added docustring Signed-off-by: Boris Fomitchev <[email protected]> * Dummy commit Signed-off-by: Boris Fomitchev <[email protected]> --------- Signed-off-by: Boris Fomitchev <[email protected]> * temp rtd fix (#6568) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update manifest.py for speedup (#6565) * Update manifest.py Re-order the checks for faster processing audio filepaths that are already absolute paths Signed-off-by: He Huang (Steve) <[email protected]> * Update manifest.py Signed-off-by: He Huang (Steve) <[email protected]> --------- Signed-off-by: He Huang (Steve) <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> * Turn autocast off when precision is fp32 (#6554) * Turn autocast off when precision is fp32 Signed-off-by: Abhinav Khattar <[email protected]> * address review Signed-off-by: Abhinav Khattar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes Signed-off-by: Abhinav Khattar <[email protected]> * merge Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * More streaming conformer export fixes (#6567) Signed-off-by: Greg Clark <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> * Fix batch size reconf for T5 FT for multi-validation (#6582) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Updated Megatron LM encoder/decoder to use cfg for hiddens. Signed-off-by: Micha Livne <[email protected]> * 1. Added support to register externalhidden loss / transforms. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Make tensor split contiguous (#6580) Signed-off-by: Abhinav Khattar <[email protected]> * Patches from main to r1.18.0 for Virtual Parallel (#6592) * Add interleaved pp support (#6498) * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Switch to megatron core Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> (cherry picked from commit 892987169ef277f328e15b71a5a0c9bd961c8ee7) * Add patches for Virtual Parallel conversion (#6589) * Add patches for Virtual Parllel conversion Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> (cherry picked from commit 1d813a372ab51688e3af6395d905a4c0366ffd23) * Documentation for ASR-TTS models (#6594) * Add docs about hybrid ASR-TTS models Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about text-only datasets Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about ASR-TTS checkpoints Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about ASR-TTS configs and training Signed-off-by: Vladimir Bataev <[email protected]> * Clean up Signed-off-by: Vladimir Bataev <[email protected]> * ASR-TTS docs: add to api, fix imports Signed-off-by: Vladimir Bataev <[email protected]> * Clean up Signed-off-by: Vladimir Bataev <[email protected]> * Wrap optional import Signed-off-by: Vladimir Bataev <[email protected]> * Revert general ASR import Signed-off-by: Vladimir Bataev <[email protected]> --------- Signed-off-by: Vladimir Bataev <[email protected]> * Update SDP docs (#6485) * add info about SDP e.g. processor classes in docs Signed-off-by: Elena Rastorgueva <[email protected]> * add link to SDP docs in README Signed-off-by: Elena Rastorgueva <[email protected]> * address code review comments and add SDP overview diagram Signed-off-by: Elena Rastorgueva <[email protected]> * Fix spelling typo Signed-off-by: Elena Rastorgueva <[email protected]> --------- Signed-off-by: Elena Rastorgueva <[email protected]> * Create dummy iters to satisy len checks (#6600) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * Restore GPT support for interleaved pipeline parallelism (#6528) * Restore logic for data-parallel communication with pipeline parallelism in GPT Signed-off-by: Tim Moon <[email protected]> * Support dynamic attention masks in GPT Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Debug typos Signed-off-by: Tim Moon <[email protected]> * Debug data iterator caching with interleaved pipeline parallelism Each model chunk accesses the data iterator multiple times, so we need to cache multiple samples. Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update Megatron-LM commit Signed-off-by: Tim Moon <[email protected]> * Distinguish between list of data iterators and data iterator that is a list Signed-off-by: Tim Moon <[email protected]> * Create dummy iters to satisy len checks Signed-off-by: Abhinav Khattar <[email protected]> * Kludge while waiting for Megatron-LM update Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * set transformers offline to avoid rate limiting Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Eric Harper <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: ericharper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * Patch transcribe_util for steaming mode and add wer calculation back to inference scripts (#6601) * fix write Signed-off-by: fayejf <[email protected]> * decoding ctc Signed-off-by: fayejf <[email protected]> * temp set rnnt decoding return_best_hypothesis to true Signed-off-by: fayejf <[email protected]> * add wer cal back to transcribe_speech as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_rnnt as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_ctc as requested Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * reflect change in asr_evaluator Signed-off-by: fayejf <[email protected]> * reflect som and vahid comment Signed-off-by: fayejf <[email protected]> * remove return_best_hy=true in transcribe_speech Signed-off-by: fayejf <[email protected]> * no text skip Signed-off-by: fayejf <[email protected]> --------- Signed-off-by: fayejf <[email protected]> * 1. Added example conf YAML. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Added support in tensor_parallel. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add hat image to docs (#6619) Signed-off-by: andrusenkoau <[email protected]> * update core commit hash in readme (#6622) Signed-off-by: Abhinav Khattar <[email protected]> * Patch decoding for PC models (#6630) * Patch decoding logic for PC models Signed-off-by: smajumdar <[email protected]> * Patch decoding logic for PC models Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> * Fix wer.py where 'errors' variable was not set (#6633) Fix wer.py where 'errors' variable was not set when both reference and hypothesis are empty strings Signed-off-by: He Huang (Steve) <[email protected]> * fix att_context_size bug for older models. (#6635) Signed-off-by: Vahid <[email protected]> * Add megatron_core to requirements (#6639) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: ericharper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Remove from jenkins (#6641) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * remove from jenkins Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: ericharper <[email protected]> * remove dup (#6643) Signed-off-by: ericharper <[email protected]> * 1. Fixed config to use names, and added better error messages. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Added support to pass extra data to hiddens for loss computation. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Working on passing extra data to hiddnes. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed support in loading .nemo without hiddnes module. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Improved and fixed logging of validation and testing. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixed training logging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixed logging of hidden loss. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed logging names. 2. Added logging to hiddens and tokens loss. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed conflicts. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> --------- Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Oleksii Kuchaiev <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: fayejf <[email protected]> Signed-off-by: Alexandra Antonova <[email protected]> Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: ericharper <[email protected]> Signed-off-by: Vahid <[email protected]> Signed-off-by: Ante Jukić <[email protected]> Signed-off-by: David Mosallanezhad <[email protected]> Signed-off-by: sam1373 <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: ekmb <[email protected]> Signed-off-by: Yang Zhang <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Evelina <[email protected]> Signed-off-by: Taejin Park <[email protected]> Signed-off-by: KunalDhawan <[email protected]> Signed-off-by: Boris Fomitchev <[email protected]> Signed-off-by: He Huang (Steve) <[email protected]> Signed-off-by: Greg Clark <[email protected]> Signed-off-by: Elena Rastorgueva <[email protected]> Signed-off-by: Eric Harper <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Oleksii Kuchaiev <[email protected]> Co-authored-by: Jocelyn <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: fayejf <[email protected]> Co-authored-by: bene-ges <[email protected]> Co-authored-by: Alexandra Antonova <[email protected]> Co-authored-by: Virginia Adams <[email protected]> Co-authored-by: Zhilin Wang <[email protected]> Co-authored-by: Vladimir Bataev <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> Co-authored-by: anteju <[email protected]> Co-authored-by: Ante Jukić <[email protected]> Co-authored-by: David <[email protected]> Co-authored-by: David Mosallanezhad <[email protected]> Co-authored-by: Samuel Kriman <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> Co-authored-by: Evelina <[email protected]> Co-authored-by: Sean Naren <[email protected]> Co-authored-by: Yang Zhang <[email protected]> Co-authored-by: Sean Naren <[email protected]> Co-authored-by: Tim Moon <[email protected]> Co-authored-by: Neha Tadimeti <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Taejin Park <[email protected]> Co-authored-by: Boris Fomitchev <[email protected]> Co-authored-by: He Huang (Steve) <[email protected]> Co-authored-by: Greg Clark <[email protected]> Co-authored-by: Elena Rastorgueva <[email protected]> Signed-off-by: dorotat <[email protected]>
yaoyu-33
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Oct 16, 2023
* [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) --------- * [TTS] whitelist broken path fix. (#6412) * [TTS] whitelist broken path fix. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- * [TTS] FastPitch speaker encoder (#6417) * Add initial codes * Remove wemb * Fix import * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Restore aligner loss * Add ConditionalInput * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error and support pre-trained config * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Rename config * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change copyright and random weight test * Add initial codes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix import error * Add initial codes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix dataset error * Remove reference speaker embedding * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove SV encoder * Follow comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix length type * Fix append * Move error msg * Add look-up into speaker encoder * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add valueerror msg * Move lookup * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove unused * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error * Rebase and Fix error * Fix spk encoder * Rename n_speakers * Follow comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix n_speakers None error --------- * Sharded manifests for tarred datasets (#6395) * testing sharded manifests * compatibility * proper fixes * adding flag tot convert_to_tarred_audio_dataset * shard_manifests conf param * propagating the shard_manifests param * propagating the shard_manifests param * distributed checks * typo * typo * fixes * fixes * fixes * fixes * fixes * fixes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes based on PR comments and tests * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes to convert_to_tarred_audio_dataset.py * reversing manifest shards flag * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tests * excluding manifests from webdataset url expansion * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * expand manifest paths before attempting to cache from datastore * explicit use of UTF-8 for manifest i/o --------- * Update wfst_text_normalization.rst (#6374) Add Hungarian (incoming in NeMo-text-processing) * Support Swiglu in TP PP Conversion (#6437) (#6451) * Support Swiglu in TP PP Conversion * Guard activation * Guard activation --------- * Update NeMo_TTS_Primer.ipynb (#6436) * Update NeMo_TTS_Primer.ipynb Changed a mistake in line 782. Instead of frequency band (ie. pitch) we should write frequency bin. Note that frequency bins in FFT are not related to pitch. * Update NeMo_TTS_Primer.ipynb Corrected the description of spectrogram and mel spectrogram calculations in lines 782 & 783 and added a fourth point to the description and added a reference for more mathematical details at the end of this point. --------- * add rampup batch size support for Megatron GPT (#6424) * added rampup batch size support * added tests for rampup batch size * fixed the typos * added assertions * changed assertion rules * deleted unused imports * changed tests for rampup batch size * updated rampup batch size tests * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed styling * rampup batch size tests changes --------- * Meagtron encoder decoder fix for empty validation outputs (#6459) (#6461) * 1. Meagtron encoder decoder fix for empty validation outputs. * 1. Debugging. --------- * Code-Switching dataset creation - upgrading to aggregate tokenizer manifest format (#6448) * added functionality to create agg tokenizer compatible manifest for CS, flag to use this mode by default * updated README with the new agg_tokenizer_manifest flag * fixed typo in scripts/speech_recognition/code_switching/README.md * changed agg_tokenizer_manifest to is_lid_manifest --------- * Added/updated new Conformer configs (#6426) (#6467) * Update script for ngram rnnt and hat beam search decoding (#6370) * add rnnt ngram beamsearch script * add return encoding embedding option * update script * add rnnt and hat ngram decoding script * add some parameters * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add return_encoder_embeddings parameter to RNNTDecodingConfig * replace return_encoder_embeddings parameter * generalization of scipt behavior * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove return_encoder_embeddings parameter * remove return_encoder_embeddings parameter * add manual encoder_embeddings calculation * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix beam_width value to 8 * fix rescoring description --------- * BERT pre-training mp fork to spawn (#6442) (#6454) * change bert fork to spawn * num_workers=0 fix --------- * fix replace_bos_with_pad not found (#6443) (#6450) * reduce workers on NMT CI (#6472) (#6474) * 1. Added KERPLE positional embeddings to encoder-decoder. * 1. Added a missing file. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixing commits. * 1. Debugging. * 1. Debugging. * 1. Debugging. * 1. Debugging. --------- Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]>
rohitrango
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Jun 25, 2024
* [TTS] bugfix for missing configs. (#4725) Signed-off-by: Xuesong Yang <[email protected]> * docs typo fix Signed-off-by: Oleksii Kuchaiev <[email protected]> * Fix pynini install in TTS tutorials (#4729) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * Fix ASR notebooks (#4738) Signed-off-by: smajumdar <[email protected]> Signed-off-by: smajumdar <[email protected]> * Multilingual VAD model (#4734) * add ngc link Signed-off-by: fayejf <[email protected]> * add tuned VAD config on ASR data Signed-off-by: fayejf <[email protected]> * yaml note Signed-off-by: fayejf <[email protected]> * update vad asr notebook with mVAD Signed-off-by: fayejf <[email protected]> * update vad infer config comment Signed-off-by: fayejf <[email protected]> * fix Signed-off-by: fayejf <[email protected]> * mvad sd config for ch109 Signed-off-by: fayejf <[email protected]> * update sd readme Signed-off-by: fayejf <[email protected]> * add new mVAD model to doc Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * update sd tutorial with mVAD Signed-off-by: fayejf <[email protected]> * typo fix Signed-off-by: fayejf <[email protected]> Signed-off-by: fayejf <[email protected]> * publish pretrained itn t5 model for English (#4748) Signed-off-by: Alexandra Antonova <[email protected]> Signed-off-by: Alexandra Antonova <[email protected]> Co-authored-by: Alexandra Antonova <[email protected]> * Updated docs and doc paths (#4754) * Updated docs and doc paths Signed-off-by: Virginia Adams <[email protected]> * Update Multitask_Prompt_and_PTuning.ipynb * Update README.rst * Changed branch name to use single quotes Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> * fix bug relating to ddp strategy in joint intent slot classification tutorial (#4762) * [TTS] updated config with a German IPA phoneme tokenizer (#4756) * [TTS] added a German IPA phoneme tokenizer * [TTS][ASR] enabled customized arguments for trimming the leading and trailing silence. * [TTS] disabled spline interpolation for beta-binomial distribution. Let it generate align prior and save to disks. Use a new phoneme tokenizer. * [TTS] use consistent spline interpolation with fastpitch checkpoint when generating mel-spectrograms for hifigan finetune. Signed-off-by: Xuesong Yang <[email protected]> * Update r1.11 to new heteronyms list (#4745) * Update configs to new heteronyms list * Remove old heteronyms list, add alt 'merchandise' pron to CMUdict * Update remaining references to old heteronyms list Signed-off-by: Jocelyn Huang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> * [TTS] Add multi-speaker German FastPitch and HiFiGAN NGC checkpoints (#4763) Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> * [TTS] Add single male speaker German FastPitch and HiFiGAN NGC checkpoints (#4770) Signed-off-by: Xuesong Yang <[email protected]> * Update CMUdict with more recent 0.7b entries (#4768) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> * Install pynini in docker container (#4733) Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: Vladimir Bataev <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Fix tutorial formatting (#4778) Signed-off-by: Jocelyn Huang <[email protected]> * [TTS] deprecated old scripts for ljspeech. (#4780) * deprecated old scripts for ljspeech. * removed relevent function calls in TTS docs. Signed-off-by: Xuesong Yang <[email protected]> * update branch and typos (#4788) Signed-off-by: ericharper <[email protected]> Signed-off-by: ericharper <[email protected]> * Adding support for models trained with full context for cache-aware streaming. (#4687) * added support for models trained with full context. Signed-off-by: Vahid <[email protected]> * fixed style. Signed-off-by: Vahid <[email protected]> * dropped seq_range Signed-off-by: Vahid <[email protected]> * fixed indexing in caching methods. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * updated docs. Signed-off-by: Vahid <[email protected]> * addressed comments. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> Signed-off-by: Vahid <[email protected]> * Update megatron encoder decoder model to support py37 for colab (#4791) * [ASR] Add pretrained ASR models for Croatian (#4682) * [ASR] Add pretrained ASR models for Croatian Signed-off-by: Ante Jukić <[email protected]> * Fix style for import Signed-off-by: Ante Jukić <[email protected]> Signed-off-by: Ante Jukić <[email protected]> Co-authored-by: Ante Jukić <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * added/fixed export for Megatron models (#4712) * added/fixed export for Megatron models Signed-off-by: David Mosallanezhad <[email protected]> * fixed style Signed-off-by: David Mosallanezhad <[email protected]> * fixed FusedScaleMaskSoftmax in BioMegatron Signed-off-by: David Mosallanezhad <[email protected]> * included comments Signed-off-by: David Mosallanezhad <[email protected]> Signed-off-by: David Mosallanezhad <[email protected]> Co-authored-by: David Mosallanezhad <[email protected]> Co-authored-by: Eric Harper <[email protected]> * update branch for qa notebook Signed-off-by: ericharper <[email protected]> * Fix initializing weights from ptl ckpt with exclude (#4807) Signed-off-by: sam1373 <[email protected]> Signed-off-by: sam1373 <[email protected]> * Fix index error from addition of voiced_mask and p_voiced (#4811) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * T5 prompt learning fixes (#4771) * RPE, hidden size and config fixes Signed-off-by: MaximumEntropy <[email protected]> * Update to reflect new config names Signed-off-by: MaximumEntropy <[email protected]> * Sentencepiece fixes Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Fix finetuning Signed-off-by: MaximumEntropy <[email protected]> * Add encoder seq len to gpt 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<[email protected]> * G2P docs (#4841) * g2p docs added Signed-off-by: ekmb <[email protected]> * fix references Signed-off-by: ekmb <[email protected]> * address review feedback Signed-off-by: ekmb <[email protected]> Signed-off-by: ekmb <[email protected]> * Fix providing glue in seq2seq eval (#4843) * Fix providing glue in seq2seq eval Signed-off-by: MaximumEntropy <[email protected]> * Fix Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> * Updated inference code and squad scripts (#4835) * Updated inference code and squad scripts Signed-off-by: Virginia Adams <[email protected]> * Reverted GPT & T5 inference files back to use NLPDDPlugin Signed-off-by: Virginia Adams <[email protected]> * Overwrite frozen LM to use fused adam Signed-off-by: Virginia Adams <[email protected]> * Added padded vocab size Signed-off-by: Virginia Adams <[email protected]> * Fixed val check interval value Signed-off-by: Virginia Adams <[email protected]> * Python format fix Signed-off-by: Virginia Adams <[email protected]> * Make t5 prompt learning preds write to file Signed-off-by: Virginia Adams <[email protected]> * Added back dp=1 check Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> * Update README.rst * Fix uppercasing mismatch for IPA heteronyms (#4860) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * Set the number of workers to 0 for validation and test sets in all enc-dec models (#4790) * Set workers to 0 for validation and test Signed-off-by: MaximumEntropy <[email protected]> * Revert pin memory Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Co-authored-by: Sean Naren <[email protected]> * Fix 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Debugging. * update branch Signed-off-by: ericharper <[email protected]> * fix replace_bos_with_pad not found (#6443) Signed-off-by: Abhinav Khattar <[email protected]> * Support Swiglu in TP PP Conversion (#6437) * Support Swiglu in TP PP Conversion Signed-off-by: smajumdar <[email protected]> * Guard activation Signed-off-by: smajumdar <[email protected]> * Guard activation Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> * BERT pre-training mp fork to spawn (#6442) * change bert fork to spawn Signed-off-by: Abhinav Khattar <[email protected]> * num_workers=0 fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> * Meagtron encoder decoder fix for empty validation outputs (#6459) * 1. Meagtron encoder decoder fix for empty validation outputs. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. --------- Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> * Added/updated new Conformer configs (#6426) * updated conf files. Signed-off-by: Vahid <[email protected]> * added confs. Signed-off-by: Vahid <[email protected]> * moved longconformer confs. Signed-off-by: Vahid <[email protected]> * updated readme. Signed-off-by: Vahid <[email protected]> * updated readme. Signed-off-by: Vahid <[email protected]> * updated batch sizes and added fastconformer ctc streaming configs. Signed-off-by: Vahid <[email protected]> * updated batch sizes. Signed-off-by: Vahid <[email protected]> * added hybrid support. Signed-off-by: Vahid <[email protected]> * added hybrid support. Signed-off-by: Vahid <[email protected]> --------- Signed-off-by: Vahid <[email protected]> * reduce workers on NMT CI (#6472) Signed-off-by: Abhinav Khattar <[email protected]> * move to nvidia megatron repo (#6465) Signed-off-by: Abhinav Khattar <[email protected]> * Megatron KERPLE positional embeddings (#6478) * [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] whitelist broken path fix. (#6412) * [TTS] whitelist broken path fix. 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hsiehjackson <[email protected]> * Fix dataset error Signed-off-by: hsiehjackson <[email protected]> * Remove reference speaker embedding Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove SV encoder Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix length type Signed-off-by: hsiehjackson <[email protected]> * Fix append Signed-off-by: hsiehjackson <[email protected]> * Move error msg Signed-off-by: hsiehjackson <[email protected]> * Add look-up into speaker encoder Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Add valueerror msg Signed-off-by: hsiehjackson <[email protected]> * Move lookup Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove unused Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix error Signed-off-by: hsiehjackson <[email protected]> * Rebase and Fix error Signed-off-by: hsiehjackson <[email protected]> * Fix spk encoder Signed-off-by: hsiehjackson <[email protected]> * Rename n_speakers Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix n_speakers None error Signed-off-by: hsiehjackson <[email protected]> --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Sharded manifests for tarred datasets (#6395) * testing sharded manifests Signed-off-by: Dima Rekesh <[email protected]> * compatibility Signed-off-by: Dima Rekesh <[email protected]> * proper fixes Signed-off-by: Dima Rekesh <[email protected]> * adding flag tot convert_to_tarred_audio_dataset Signed-off-by: Dima Rekesh <[email protected]> * shard_manifests conf param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * distributed checks Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes based on PR comments and tests Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes to convert_to_tarred_audio_dataset.py Signed-off-by: Dima Rekesh <[email protected]> * reversing manifest shards flag Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tests Signed-off-by: Dima Rekesh <[email protected]> * excluding manifests from webdataset url expansion Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * expand manifest paths before attempting to cache from datastore Signed-off-by: Dima Rekesh <[email protected]> * explicit use of UTF-8 for manifest i/o Signed-off-by: Dima Rekesh <[email protected]> --------- Signed-off-by: Dima Rekesh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Update wfst_text_normalization.rst (#6374) Add Hungarian (incoming in NeMo-text-processing) Signed-off-by: Jim O’Regan <[email protected]> * Support Swiglu in TP PP Conversion (#6437) (#6451) * Support Swiglu in TP PP Conversion * Guard activation * Guard activation --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * Update NeMo_TTS_Primer.ipynb (#6436) * Update NeMo_TTS_Primer.ipynb Changed a mistake in line 782. Instead of frequency band (ie. pitch) we should write frequency bin. Note that frequency bins in FFT are not related to pitch. Signed-off-by: Mostafa Ghorbandoost <[email protected]> * Update NeMo_TTS_Primer.ipynb Corrected the description of spectrogram and mel spectrogram calculations in lines 782 & 783 and added a fourth point to the description and added a reference for more mathematical details at the end of this point. Signed-off-by: Mostafa Ghorbandoost <[email protected]> --------- Signed-off-by: Mostafa Ghorbandoost <[email protected]> * add rampup batch size support for Megatron GPT (#6424) * added rampup batch size support Signed-off-by: Dmytro Pykhtar <[email protected]> * added tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * fixed the typos Signed-off-by: Dmytro Pykhtar <[email protected]> * added assertions Signed-off-by: Dmytro Pykhtar <[email protected]> * changed assertion rules Signed-off-by: Dmytro Pykhtar <[email protected]> * deleted unused imports Signed-off-by: Dmytro Pykhtar <[email protected]> * changed tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * updated rampup batch size tests Signed-off-by: Dmytro Pykhtar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed styling Signed-off-by: Dmytro Pykhtar <[email protected]> * rampup batch size tests changes Signed-off-by: Dmytro Pykhtar <[email protected]> --------- Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * Meagtron encoder decoder fix for empty validation outputs (#6459) (#6461) * 1. Meagtron encoder decoder fix for empty validation outputs. * 1. Debugging. --------- Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> * Code-Switching dataset creation - upgrading to aggregate tokenizer manifest format (#6448) * added functionality to create agg tokenizer compatible manifest for CS, flag to use this mode by default Signed-off-by: Kunal Dhawan <[email protected]> * updated README with the new agg_tokenizer_manifest flag Signed-off-by: Kunal Dhawan <[email protected]> * fixed typo in scripts/speech_recognition/code_switching/README.md Signed-off-by: Kunal Dhawan <[email protected]> * changed agg_tokenizer_manifest to is_lid_manifest Signed-off-by: Kunal Dhawan <[email protected]> --------- Signed-off-by: Kunal Dhawan <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> * Added/updated new Conformer configs (#6426) (#6467) * Update script for ngram rnnt and hat beam search decoding (#6370) * add rnnt ngram beamsearch script Signed-off-by: andrusenkoau <[email protected]> * add return encoding embedding option Signed-off-by: andrusenkoau <[email protected]> * update script Signed-off-by: andrusenkoau <[email protected]> * add rnnt and hat ngram decoding script Signed-off-by: andrusenkoau <[email protected]> * add some parameters Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add return_encoder_embeddings parameter to RNNTDecodingConfig Signed-off-by: andrusenkoau <[email protected]> * replace return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * generalization of scipt behavior Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * add manual encoder_embeddings calculation Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix beam_width value to 8 Signed-off-by: Andrei Andrusenko <[email protected]> * fix rescoring description Signed-off-by: Andrei Andrusenko <[email protected]> --------- Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> * BERT pre-training mp fork to spawn (#6442) (#6454) * change bert fork to spawn * num_workers=0 fix --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * fix replace_bos_with_pad not found (#6443) (#6450) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * reduce workers on NMT CI (#6472) (#6474) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * 1. Added KERPLE positional embeddings to encoder-decoder. Signed-off-by: Micha Livne <[email protected]> * 1. Added a missing file. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixing commits. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. * 1. Debugging. * 1. Debugging. * 1. Debugging. --------- Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * 1. Added external index sample. (#6462) Signed-off-by: Micha Livne <[email protected]> * Fix cache aware hybrid bugs (#6466) * Update README to add core installation (#6488) * update README for megatron-core Signed-off-by: Abhinav Khattar <[email protected]> * fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> * Fix typos (#6494) Signed-off-by: smajumdar <[email protected]> * fix broken links r1.18.0 (#6501) * fix broken links Signed-off-by: Evelina <[email protected]> * fix broken links Signed-off-by: Evelina <[email protected]> --------- Signed-off-by: Evelina <[email protected]> * 1. Fixed gaussian hidden transform. Signed-off-by: Micha Livne <[email protected]> * 1. Finished updating hidden loss for MIM. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix custom forward_torch_softmax (#6512) Signed-off-by: Abhinav Khattar <[email protected]> * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamp… (#6500) * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamps generator r1.18.0 Signed-off-by: Taejin Park <[email protected]> * ignore keep_logits in FrameBatchASRLogits Signed-off-by: Taejin Park <[email protected]> --------- Signed-off-by: Taejin Park <[email protected]> * [TTS] fixed broken path. (#6514) Signed-off-by: Xuesong Yang <[email protected]> * 1. Added a hiddens module. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix typos (#6523) (#6539) * Fix typos Signed-off-by: smajumdar <[email protected]> * Fix typos Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> (cherry picked from commit 7fa47bfcd359f1ea80ad056d8bb2d78f97c6206a) * added back the fast emit section to the configs. (#6540) * added back the fast emit section to the configs. Signed-off-by: Vahid <[email protected]> * added back the fast emit section to the configs. Signed-off-by: Vahid <[email protected]> --------- Signed-off-by: Vahid <[email protected]> * Fix fp16 (#6543) Signed-off-by: MaximumEntropy <[email protected]> * fix (#6529) Signed-off-by: Abhinav Khattar <[email protected]> * pass .scale instead of scaler object to core (#6545) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Change Megatron Enc Dec model to use persistent_workers (#6548) * persistent workers Signed-off-by: Abhinav Khattar <[email protected]> * fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Add FastConformer Hybrid ASR models for EN, ES, IT, DE, PL, HR, UA, BY (#6549) * Added fastconfomer hybrid asr models for en, es, it, de, pl, hr, ua, by Signed-off-by: KunalDhawan <[email protected]> * updated ASR docs with the fastconformer hybrid checkpoints Signed-off-by: KunalDhawan <[email protected]> * added the fastconformer RNNT and CTC models Signed-off-by: KunalDhawan <[email protected]> --------- Signed-off-by: KunalDhawan <[email protected]> * Add scores for FastConformer models (#6557) Signed-off-by: smajumdar <[email protected]> * Patch transcribe and support offline transcribe for hybrid model (#6550) Signed-off-by: fayejf <[email protected]> * Not doing CastToFloat by default (#6524) * Not doing CastToFloat by default Signed-off-by: Boris Fomitchev <[email protected]> * Added docustring Signed-off-by: Boris Fomitchev <[email protected]> * Dummy commit Signed-off-by: Boris Fomitchev <[email protected]> --------- Signed-off-by: Boris Fomitchev <[email protected]> * temp rtd fix (#6568) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update manifest.py for speedup (#6565) * Update manifest.py Re-order the checks for faster processing audio filepaths that are already absolute paths Signed-off-by: He Huang (Steve) <[email protected]> * Update manifest.py Signed-off-by: He Huang (Steve) <[email protected]> --------- Signed-off-by: He Huang (Steve) <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> * Turn autocast off when precision is fp32 (#6554) * Turn autocast off when precision is fp32 Signed-off-by: Abhinav Khattar <[email protected]> * address review Signed-off-by: Abhinav Khattar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes Signed-off-by: Abhinav Khattar <[email protected]> * merge Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * More streaming conformer export fixes (#6567) Signed-off-by: Greg Clark <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> * Fix batch size reconf for T5 FT for multi-validation (#6582) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Updated Megatron LM encoder/decoder to use cfg for hiddens. Signed-off-by: Micha Livne <[email protected]> * 1. Added support to register externalhidden loss / transforms. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Make tensor split contiguous (#6580) Signed-off-by: Abhinav Khattar <[email protected]> * Patches from main to r1.18.0 for Virtual Parallel (#6592) * Add interleaved pp support (#6498) * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Switch to megatron core Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> (cherry picked from commit fa9ab5b41301c9d92c97bf37894f9c94de6b91b5) * Add patches for Virtual Parallel conversion (#6589) * Add patches for Virtual Parllel conversion Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> (cherry picked from commit 4d639ef36b10d8536db02bc47ea30f4acbc061bb) * Documentation for ASR-TTS models (#6594) * Add docs about hybrid ASR-TTS models Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about text-only datasets Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about ASR-TTS checkpoints Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about ASR-TTS configs and training Signed-off-by: Vladimir Bataev <[email protected]> * Clean up Signed-off-by: Vladimir Bataev <[email protected]> * ASR-TTS docs: add to api, fix imports Signed-off-by: Vladimir Bataev <[email protected]> * Clean up Signed-off-by: Vladimir Bataev <[email protected]> * Wrap optional import Signed-off-by: Vladimir Bataev <[email protected]> * Revert general ASR import Signed-off-by: Vladimir Bataev <[email protected]> --------- Signed-off-by: Vladimir Bataev <[email protected]> * Update SDP docs (#6485) * add info about SDP e.g. processor classes in docs Signed-off-by: Elena Rastorgueva <[email protected]> * add link to SDP docs in README Signed-off-by: Elena Rastorgueva <[email protected]> * address code review comments and add SDP overview diagram Signed-off-by: Elena Rastorgueva <[email protected]> * Fix spelling typo Signed-off-by: Elena Rastorgueva <[email protected]> --------- Signed-off-by: Elena Rastorgueva <[email protected]> * Create dummy iters to satisy len checks (#6600) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * Restore GPT support for interleaved pipeline parallelism (#6528) * Restore logic for data-parallel communication with pipeline parallelism in GPT Signed-off-by: Tim Moon <[email protected]> * Support dynamic attention masks in GPT Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Debug typos Signed-off-by: Tim Moon <[email protected]> * Debug data iterator caching with interleaved pipeline parallelism Each model chunk accesses the data iterator multiple times, so we need to cache multiple samples. Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update Megatron-LM commit Signed-off-by: Tim Moon <[email protected]> * Distinguish between list of data iterators and data iterator that is a list Signed-off-by: Tim Moon <[email protected]> * Create dummy iters to satisy len checks Signed-off-by: Abhinav Khattar <[email protected]> * Kludge while waiting for Megatron-LM update Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * set transformers offline to avoid rate limiting Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Eric Harper <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: ericharper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * Patch transcribe_util for steaming mode and add wer calculation back to inference scripts (#6601) * fix write Signed-off-by: fayejf <[email protected]> * decoding ctc Signed-off-by: fayejf <[email protected]> * temp set rnnt decoding return_best_hypothesis to true Signed-off-by: fayejf <[email protected]> * add wer cal back to transcribe_speech as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_rnnt as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_ctc as requested Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * reflect change in asr_evaluator Signed-off-by: fayejf <[email protected]> * reflect som and vahid comment Signed-off-by: fayejf <[email protected]> * remove return_best_hy=true in transcribe_speech Signed-off-by: fayejf <[email protected]> * no text skip Signed-off-by: fayejf <[email protected]> --------- Signed-off-by: fayejf <[email protected]> * 1. Added example conf YAML. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Added support in tensor_parallel. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add hat image to docs (#6619) Signed-off-by: andrusenkoau <[email protected]> * update core commit hash in readme (#6622) Signed-off-by: Abhinav Khattar <[email protected]> * Patch decoding for PC models (#6630) * Patch decoding logic for PC models Signed-off-by: smajumdar <[email protected]> * Patch decoding logic for PC models Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> * Fix wer.py where 'errors' variable was not set (#6633) Fix wer.py where 'errors' variable was not set when both reference and hypothesis are empty strings Signed-off-by: He Huang (Steve) <[email protected]> * fix att_context_size bug for older models. (#6635) Signed-off-by: Vahid <[email protected]> * Add megatron_core to requirements (#6639) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: ericharper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Remove from jenkins (#6641) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * remove from jenkins Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: ericharper <[email protected]> * remove dup (#6643) Signed-off-by: ericharper <[email protected]> * 1. Fixed config to use names, and added better error messages. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Added support to pass extra data to hiddens for loss computation. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Working on passing extra data to hiddnes. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed support in loading .nemo without hiddnes module. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Improved and fixed logging of validation and testing. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixed training logging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixed logging of hidden loss. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed logging names. 2. Added logging to hiddens and tokens loss. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed conflicts. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> --------- Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Oleksii Kuchaiev <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: fayejf <[email protected]> Signed-off-by: Alexandra Antonova <[email protected]> Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: ericharper <[email protected]> Signed-off-by: Vahid <[email protected]> Signed-off-by: Ante Jukić <[email protected]> Signed-off-by: David Mosallanezhad <[email protected]> Signed-off-by: sam1373 <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: ekmb <[email protected]> Signed-off-by: Yang Zhang <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Evelina <[email protected]> Signed-off-by: Taejin Park <[email protected]> Signed-off-by: KunalDhawan <[email protected]> Signed-off-by: Boris Fomitchev <[email protected]> Signed-off-by: He Huang (Steve) <[email protected]> Signed-off-by: Greg Clark <[email protected]> Signed-off-by: Elena Rastorgueva <[email protected]> Signed-off-by: Eric Harper <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Oleksii Kuchaiev <[email protected]> Co-authored-by: Jocelyn <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: fayejf <[email protected]> Co-authored-by: bene-ges <[email protected]> Co-authored-by: Alexandra Antonova <[email protected]> Co-authored-by: Virginia Adams <[email protected]> Co-authored-by: Zhilin Wang <[email protected]> Co-authored-by: Vladimir Bataev <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> Co-authored-by: anteju <[email protected]> Co-authored-by: Ante Jukić <[email protected]> Co-authored-by: David <[email protected]> Co-authored-by: David Mosallanezhad <[email protected]> Co-authored-by: Samuel Kriman <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> Co-authored-by: Evelina <[email protected]> Co-authored-by: Sean Naren <[email protected]> Co-authored-by: Yang Zhang <[email protected]> Co-authored-by: Sean Naren <[email protected]> Co-authored-by: Tim Moon <[email protected]> Co-authored-by: Neha Tadimeti <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Taejin Park <[email protected]> Co-authored-by: Boris Fomitchev <[email protected]> Co-authored-by: He Huang (Steve) <[email protected]> Co-authored-by: Greg Clark <[email protected]> Co-authored-by: Elena Rastorgueva <[email protected]>
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What does this PR do ?
minor fix for replace_bos_with_pad not found error in CI
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