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[shardformer] support whisper (#4212)

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* support whisper

* fix bug in vocabembedding

* support downstream model of whisper

* update readme
This commit is contained in:
FoolPlayer
2023-07-17 14:25:32 +08:00
committed by Hongxin Liu
parent dd2bf02679
commit 9ee4ebea83
7 changed files with 443 additions and 2 deletions
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8
colossalai/shardformer/policies/auto_policy.py
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@@ -105,6 +105,14 @@ _POLICY_LIST = {
"transformers.models.bloom.modeling_bloom.BloomForQuestionAnswering":
PolicyLocation(file_name="bloom", class_name="BloomForQuestionAnsweringPolicy"),
# Whisper
"transformers.models.whisper.modeling_whisper.WhisperModel":
PolicyLocation(file_name="whisper", class_name="WhisperModelPolicy"),
"transformers.models.whisper.modeling_whisper.WhisperForConditionalGeneration":
PolicyLocation(file_name="whisper", class_name="WhisperForConditionalGenerationPolicy"),
"transformers.models.whisper.modeling_whisper.WhisperForAudioClassification":
PolicyLocation(file_name="whisper", class_name="WhisperForAudioClassificationPolicy"),
# Sam
"transformers.models.sam.modeling_sam.SamModel":
PolicyLocation(file_name="sam", class_name="SamModelPolicy"),