Add support for speech recognition with whisper models.#28
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* Fix clip test * Skip falcon tests * Fix clip test * [SW-209062] Disable default sdpa in Albert (#23) Transformers' default sdpa implementation caused performance drop in Albert. Adding Albert to the list of models which don't yet have sdpa implementation in Gaudi and use eager attention. * [SW-209210] skip first token in EOS check. (#25) (#27) * Problem: output of _sample function was filled with padding tokens for for bart model. * Cause: Bart model uses the same token as decoder_start_token_id and end of string. See: https://huggingface.co/facebook/bart-large-cnn/blob/main/config.json Because of that mechanism filling model output with padding tokens after EOS (end of string) toke was replacing whole response with padding. * Solution: Skip check for EOS for first token in padding filling loop. * Update CODEOWNERS * Adding labels clone as workaround to avoid crash (#28) * [SW-0] Fix style --------- Co-authored-by: Urszula Golowicz <urszula.golowicz@intel.com> Co-authored-by: Marcin Łapiński <mlapinskix@habana.ai> Co-authored-by: Bhargav <beede@habana.ai>
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* Fix clip test * Skip falcon tests * Fix clip test * [SW-209062] Disable default sdpa in Albert (#23) Transformers' default sdpa implementation caused performance drop in Albert. Adding Albert to the list of models which don't yet have sdpa implementation in Gaudi and use eager attention. * [SW-209210] skip first token in EOS check. (#25) (#27) * Problem: output of _sample function was filled with padding tokens for for bart model. * Cause: Bart model uses the same token as decoder_start_token_id and end of string. See: https://huggingface.co/facebook/bart-large-cnn/blob/main/config.json Because of that mechanism filling model output with padding tokens after EOS (end of string) toke was replacing whole response with padding. * Solution: Skip check for EOS for first token in padding filling loop. * Update CODEOWNERS * Adding labels clone as workaround to avoid crash (#28) * [SW-0] Fix style --------- Co-authored-by: Urszula Golowicz <urszula.golowicz@intel.com> Co-authored-by: Marcin Łapiński <mlapinskix@habana.ai> Co-authored-by: Bhargav <beede@habana.ai>
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What does this PR do?
It adds support for whisper models for speech recognition. Fine tuning and inference are added. README.md is updated.
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