update document#9
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jiqing-feng merged 12 commits intojiqing-feng:gptqfrom Dec 24, 2024
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update document#9jiqing-feng merged 12 commits intojiqing-feng:gptqfrom ZX-ModelCloud:update_document
jiqing-feng merged 12 commits intojiqing-feng:gptqfrom
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* gptqmodel Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix format Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * update readme Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * gptqmodel need use checkpoint_format (#1) * gptqmodel need use checkpoint_format * fix quantize * Update quantization_config.py * Update quantization_config.py * Update quantization_config.py --------- Co-authored-by: ZX-ModelCloud <zx@modelcloud.ai> Co-authored-by: Qubitium-ModelCloud <qubitium@modelcloud.ai> * Revert quantizer_gptq.py (#2) * revert quantizer_gptq.py change * pass **kwargs * limit gptqmodel and optimum version Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix format Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix warning Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix version check Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * revert unrelated changes Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * enable gptqmodel tests Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix requires gptq Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * Fix Transformer compat (#3) * revert quantizer_gptq.py change * pass **kwargs * add meta info * cleanup * cleanup * Update quantization_config.py * hf_select_quant_linear pass checkpoint_format and meta * fix GPTQTestCUDA * Update test_gptq.py * gptqmodel.hf_select_quant_linear() now does not select ExllamaV2 * cleanup * add backend * cleanup * cleanup * no need check exllama version * Update quantization_config.py * lower checkpoint_format and backend * check none * cleanup * Update quantization_config.py * fix self.use_exllama == False * spell * fix unittest * fix unittest --------- Co-authored-by: LRL <lrl@lbx.dev> Co-authored-by: Qubitium-ModelCloud <qubitium@modelcloud.ai> * fix format Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix format again Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * update gptqmodel version (#6) * update gptqmodel version * update gptqmodel version * fix unit test (#5) * update gptqmodel version * update gptqmodel version * "not self.use_exllama" is not equivalent to "self.use_exllama==False" * fix unittest * update gptqmodel version * backend is loading_attibutes (#7) * fix format and tests Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix memory check Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix device mismatch Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix result check Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * Update src/transformers/quantizers/quantizer_gptq.py Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com> * Update src/transformers/quantizers/quantizer_gptq.py Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com> * Update src/transformers/quantizers/quantizer_gptq.py Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com> * update tests Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * review: update docs (#10) * review: update docs (#12) * review: update docs * fix typo * update tests for gptqmodel Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * update document (#9) * update overview.md * cleanup * Update overview.md * Update overview.md * Update overview.md * update gptq.md * Update gptq.md * Update gptq.md * Update gptq.md * Update gptq.md * Update gptq.md * Update gptq.md --------- Co-authored-by: Qubitium-ModelCloud <qubitium@modelcloud.ai> * typo * doc note for asymmetric quant * typo with apple silicon(e) * typo for marlin * column name revert: review * doc rocm support * Update docs/source/en/quantization/gptq.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/quantization/gptq.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/quantization/gptq.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/quantization/gptq.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/quantization/overview.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/quantization/overview.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> --------- Signed-off-by: jiqing-feng <jiqing.feng@intel.com> Co-authored-by: LRL-ModelCloud <165116337+LRL-ModelCloud@users.noreply.github.com> Co-authored-by: ZX-ModelCloud <zx@modelcloud.ai> Co-authored-by: Qubitium-ModelCloud <qubitium@modelcloud.ai> Co-authored-by: ZX-ModelCloud <165115237+ZX-ModelCloud@users.noreply.github.com> Co-authored-by: LRL <lrl@lbx.dev> Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com> Co-authored-by: Mohamed Mekkouri <93391238+MekkCyber@users.noreply.github.com> Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
jiqing-feng
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Feb 14, 2025
* Resolve vptq conflict * Rename spqr package to spqr_quant * Get rid of aqlm mention * Start working on tests * Resolve ruff code checks * Ruff format * Isort * Test updates * Add gpu tag * Rename to modules_to_not_convert * Config update * Docs and config update * Docs and config update * Update to update_torch_dtype * spqr config parameter validation * Ruff update * Apply ruff fixes * Test fixes * Ruff update * Mark tests as @slow again; Ruff; Docstring update * Ruff * Remove absolute path * Resolve typo * Remove redundandt log * Check accelerate/spqr availability * Ruff fix * Check if the config contains proper shapes * Ruff test * Documentation update * overview update * Ruff checks * Ruff code quality * Make style * Update docs/source/en/quantization/spqr.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update spqr.md * Enable gptqmodel (huggingface#35012) * gptqmodel Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix format Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * update readme Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * gptqmodel need use checkpoint_format (#1) * gptqmodel need use checkpoint_format * fix quantize * Update quantization_config.py * Update quantization_config.py * Update quantization_config.py --------- Co-authored-by: ZX-ModelCloud <zx@modelcloud.ai> Co-authored-by: Qubitium-ModelCloud <qubitium@modelcloud.ai> * Revert quantizer_gptq.py (#2) * revert quantizer_gptq.py change * pass **kwargs * limit gptqmodel and optimum version Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix format Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix warning Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix version check Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * revert unrelated changes Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * enable gptqmodel tests Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix requires gptq Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * Fix Transformer compat (#3) * revert quantizer_gptq.py change * pass **kwargs * add meta info * cleanup * cleanup * Update quantization_config.py * hf_select_quant_linear pass checkpoint_format and meta * fix GPTQTestCUDA * Update test_gptq.py * gptqmodel.hf_select_quant_linear() now does not select ExllamaV2 * cleanup * add backend * cleanup * cleanup * no need check exllama version * Update quantization_config.py * lower checkpoint_format and backend * check none * cleanup * Update quantization_config.py * fix self.use_exllama == False * spell * fix unittest * fix unittest --------- Co-authored-by: LRL <lrl@lbx.dev> Co-authored-by: Qubitium-ModelCloud <qubitium@modelcloud.ai> * fix format Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix format again Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * update gptqmodel version (#6) * update gptqmodel version * update gptqmodel version * fix unit test (#5) * update gptqmodel version * update gptqmodel version * "not self.use_exllama" is not equivalent to "self.use_exllama==False" * fix unittest * update gptqmodel version * backend is loading_attibutes (#7) * fix format and tests Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix memory check Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix device mismatch Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix result check Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * Update src/transformers/quantizers/quantizer_gptq.py Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com> * Update src/transformers/quantizers/quantizer_gptq.py Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com> * Update src/transformers/quantizers/quantizer_gptq.py Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com> * update tests Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * review: update docs (#10) * review: update docs (#12) * review: update docs * fix typo * update tests for gptqmodel Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * update document (#9) * update overview.md * cleanup * Update overview.md * Update overview.md * Update overview.md * update gptq.md * Update gptq.md * Update gptq.md * Update gptq.md * Update gptq.md * Update gptq.md * Update gptq.md --------- Co-authored-by: Qubitium-ModelCloud <qubitium@modelcloud.ai> * typo * doc note for asymmetric quant * typo with apple silicon(e) * typo for marlin * column name revert: review * doc rocm support * Update docs/source/en/quantization/gptq.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/quantization/gptq.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/quantization/gptq.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/quantization/gptq.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/quantization/overview.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/quantization/overview.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> --------- Signed-off-by: jiqing-feng <jiqing.feng@intel.com> Co-authored-by: LRL-ModelCloud <165116337+LRL-ModelCloud@users.noreply.github.com> Co-authored-by: ZX-ModelCloud <zx@modelcloud.ai> Co-authored-by: Qubitium-ModelCloud <qubitium@modelcloud.ai> Co-authored-by: ZX-ModelCloud <165115237+ZX-ModelCloud@users.noreply.github.com> Co-authored-by: LRL <lrl@lbx.dev> Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com> Co-authored-by: Mohamed Mekkouri <93391238+MekkCyber@users.noreply.github.com> Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Fix : Nemotron Processor in GGUF conversion (huggingface#35708) * fixing nemotron processor * make style * Update docs/source/en/quantization/spqr.md Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com> * Add missing TOC to doc --------- Signed-off-by: jiqing-feng <jiqing.feng@intel.com> Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> Co-authored-by: jiqing-feng <jiqing.feng@intel.com> Co-authored-by: LRL-ModelCloud <165116337+LRL-ModelCloud@users.noreply.github.com> Co-authored-by: ZX-ModelCloud <zx@modelcloud.ai> Co-authored-by: Qubitium-ModelCloud <qubitium@modelcloud.ai> Co-authored-by: ZX-ModelCloud <165115237+ZX-ModelCloud@users.noreply.github.com> Co-authored-by: LRL <lrl@lbx.dev> Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com> Co-authored-by: Mohamed Mekkouri <93391238+MekkCyber@users.noreply.github.com> Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
jiqing-feng
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Feb 27, 2025
* move `TestAssistedCandidateGeneratorDifferentTokenizers` into a new testing file * refactor * NOTHING. add space to rerun github actions tests * remove it... * `UniversalSpeculativeDecodingGenerator` * Use `UniversalSpeculativeDecodingGenerator` when `generation_config.do_sample=True` * assistant tokenizes only the target's new suffix * formatting * fix code * fix code * formatting * add `TestGenerateWithDifferentModels` * `TestGenerateWithDifferentModels` parameterize on `do_sample` * `AssistantVocabMapping` & `AssistantVocabMappingCache` * formatting * `AssistantToTargetTranslator`: `get_target_input_ids` & `get_target_logits` * improve `_get_assistant_to_target_input_ids` & formatting * renaming * WIP: debugging `min_new_tokens` * fix get_target_ids * `UniversalSpeculativeDecodingGenerator` * assistant tokenizes only the target's new suffix * formatting * fix code * fix code * formatting * `TestGenerateWithDifferentModels` parameterize on `do_sample` * `AssistantVocabMapping` & `AssistantVocabMappingCache` * formatting * `AssistantToTargetTranslator`: `get_target_input_ids` & `get_target_logits` * improve `_get_assistant_to_target_input_ids` & formatting * renaming * WIP: debugging `min_new_tokens` * fix get_target_ids * fix device issue * fix get_assistant_input_ids * add `TestAssistedCandidateGeneratorDifferentTokenizers` * formatting * `AssistantVocabTranslatorCache` refactor & tests * revert changes in `src/transformers/generation/logits_process.py` * refactor `AssistedCandidateGenerator` * refactor `AssistedCandidateGeneratorDifferentTokenizers` * formatting * refactor `UniversalSpeculativeDecodingGenerator` * fix negative value for max_new_tokens * fix generation length target + attention_mask vs. assistant + attent * fix device * fix negative max_new_tokens bug * fix UAG * minor * formatting * `AssistedCandidateGeneratorDifferentTokenizers` `lookbehind`s init * resolve conflict & formatting * rerun CI tests * remove space... * remove old code * fix candidate_input_ids device * minor * formatting * Fix prepare + apply (#7) * fix prepare + apply * move to cpu * simplity suppress_tokens * fix bugs and refacatoring * device move * handle self.config.vocab_size > len(target_tokenizer.get_vocab()) * no need to normalize in candidate_generator * address Nadav's comments + minor * optimize device move + SuppressTokensLogitsProcessor * AssistantToTargetTranslator, SuppressTokensLogitsProcessor and tokenizers mapping improvements * padding size * padding improvement * fix and simplify get_target_logits * renaming in get_target_logits * minor * add filter_value and suppress_tokens_id * style + rename * remove TODO * restore original SelectTokensLogitsProcessor with modification * fix style * fix _update_past_and_masks and optimize code * remove assistant_vocab_size arg * fix attention_mask * call _prepare_attention_mask also if not has_past_key_values * handling attention mask for first generation * comment * restore test * remove SelectTokensLogitsProcessor * _update_past_and_masks implementation for USD * Add unittests for Universal Assisted generation * fix style * update tests * Remove unused import and fix `test_speculation_depth` test * exclude special and reserved tokens from tokenizer for UAG * mv `test_universal_assisted_generation.py` to `generation/test_candidate_generator.py` * Remove unused imports and fix style using `make style` (#9) * formatting * Swap gated `meta-llama/llama-3.2` with `allenai/llama` (#10) * Fix space sign disagreement (#12) * default values for AssistantToTargetTranslator fileds * fix space sign * minor * fix test + style * Default values for some fields of assistant to target translator (#11) * default values for AssistantToTargetTranslator fileds * fix * add support to empty logit_processors * Update candidate_generator.py (huggingface#15) fix typo * BUG fix in _prepare_assistant_input_ids (huggingface#14) * fix _prepare_assistant_input_ids * target_to_assistant_input_ids * Update src/transformers/generation/candidate_generator.py Co-authored-by: Nadav Timor <nadav.timor@weizmann.ac.il> --------- Co-authored-by: Nadav Timor <nadav.timor@weizmann.ac.il> * typo (`target_to_assistant_input_ids`) * formatting * merge upstream/main * Fix minor review comments (huggingface#16) * Fix: `token_ids.to(torch.int64)` (huggingface#18) * tok ids to `torch.int64` (reference: https://huggingface.co/docs/transformers.js/en/api/tokenizers) * `LongTensor` * fix dtype * `assistant_input_ids.to(dtype=torch.long)` * Remove unused import from test_candidate_generator.py * Remove unused import from test_candidate_generator.py * Remove `numpy` import * resolve pr comments (huggingface#19) * `AssistantToTargetTranslator` docstring * (per gante's comment) `filter_value` and `suppress_tokens_id` to class constants * update `AssistantToTargetTranslator` docstring * (gante's comment) replace `match-case` * formatting * Fix Joao's comments (huggingface#21) * remove threading * fix logits_processor * fix test device * fix style (huggingface#23) * Move atm (huggingface#24) * move AssistantToTargetTranslator * fixup * fix logit_processor * add atm_translator test * refactor test * remove threading from test * add require_torch in tests * move AssistantVocabTranslatorCache + add tests * ruff fix --------- Co-authored-by: jmamou <jonathan.mamou@intel.com> Co-authored-by: Gaurav <gauravj@d-matrix.ai> Co-authored-by: Gaurav Jain <gaurjain14@gmail.com> Co-authored-by: gauravjain14 <41287729+gauravjain14@users.noreply.github.com>
jiqing-feng
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Aug 25, 2025
* merge opensource_hunyuan * add head_dim * fix assertion error * fix seen_tokens * ready_for_upstream (merge request !17) Squash merge branch 'ready_for_upstream' into 'main' * fix configuration type&docstring * fix style * ready_for_upstream (merge request !18) Squash merge branch 'ready_for_upstream' into 'main' * add doc * fix testcode * fix configuration type&docstring * rename base model * remove assert * update * remove tiktoken * update * fix moe and code style (#3) * update * fix format * update * revert makefile * fix moe config * fix numel() * remove prepare_inputs_for_generation * fix kv_seq_len * add docs/toctree * remove unused paramter&add licence * add licence * remove unused paramter * fix code * dense modular update import fix fix use mistralmodel fix qknorm add sliding_window make style fix dense done hunyuan moe fix import fix modular fixup fixup * update model path * fix mlp_bias * fix modular * Fix modeling (#5) * fix attention * use llamamodel * fix code * Fix qk (#6) * fix qk_norm * fix * fix modual * Fix moe (#7) * fix some moe code * fix einsum * try top1 * use top1 * Fix rotary (#8) * fix rotary * fix modeling * fix modular * fix testcode * remove A13B unit test * Fix moe v1 (#9) fix moe & gate * Fix gate norm (#10) * add norm_topk_prob * Fix testcase (#11) * fix&skip test * Fix testcase (#12) * skip testcase * Fix norm topk (huggingface#13) * hardcode norm_topk_prob * fix testcase --------- Co-authored-by: pridejcyang <pridejcyang@tencent.com> Co-authored-by: Mingji Han <mingjihan@tencent.com>
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