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[shardformer] shardformer support falcon #4883

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Merged
Fridge003 merged 4 commits into from
Oct 17, 2023
Merged

[shardformer] shardformer support falcon #4883

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ba936c1
[shardformer] shardformer support falcon
flybird11111 Oct 11, 2023
cd8385d
[shardformer] falcon support flash attention
flybird11111 Oct 13, 2023
52979c0
falcon support pipeline parallel
flybird11111 Oct 13, 2023
080e16e
fix
flybird11111 Oct 13, 2023
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1 change: 1 addition & 0 deletions colossalai/shardformer/README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -127,6 +127,7 @@ We will follow this roadmap to develop Shardformer:
| whisper | [x] | [x] | [x] | [x] | [x] | [ ] | [x] | [ ] | [ ] |
| sam | [x] | [ ] | [ ] | [x] | [x] | [x] | [x] | [ ] | [ ] |
| blip2 | [x] | [ ] | [ ] | [x] | [x] | [x] | [x] | [ ] | [ ] |
| falcon | [x] | [x] | [x] | [x] | [x] | [ ] | [x] | [ ] | [ ] |
| roberta | [ ] | [ ] | [ ] | [ ] | [ ] | [ ] | [ ] | [ ] | [ ] |
| albert | [ ] | [ ] | [ ] | [ ] | [ ] | [ ] | [ ] | [ ] | [ ] |
| ernie | [ ] | [ ] | [ ] | [ ] | [ ] | [ ] | [ ] | [ ] | [ ] |
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783 changes: 783 additions & 0 deletions colossalai/shardformer/modeling/falcon.py
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16 changes: 16 additions & 0 deletions colossalai/shardformer/policies/auto_policy.py
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Expand Up @@ -147,6 +147,22 @@ class PolicyLocation:
"colossalai.shardformer.modeling.chatglm2_6b.modeling_chatglm.ChatGLMForConditionalGeneration": PolicyLocation(
file_name="chatglm2", class_name="ChatGLMForConditionalGenerationPolicy"
),
# Falcon
"transformers.models.falcon.modeling_falcon.FalconModel": PolicyLocation(
file_name="falcon", class_name="FalconModelPolicy"
),
"transformers.models.falcon.modeling_falcon.FalconForCausalLM": PolicyLocation(
file_name="falcon", class_name="FalconForCausalLMPolicy"
),
"transformers.models.falcon.modeling_falcon.FalconForSequenceClassification": PolicyLocation(
file_name="falcon", class_name="FalconForSequenceClassificationPolicy"
),
"transformers.models.falcon.modeling_falcon.FalconForTokenClassification": PolicyLocation(
file_name="falcon", class_name="FalconForTokenClassificationPolicy"
),
"transformers.models.falcon.modeling_falcon.FalconForQuestionAnswering": PolicyLocation(
file_name="falcon", class_name="FalconForQuestionAnsweringPolicy"
),
}

_INFER_POLICY_LIST = {
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