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Fix 1383 Llama model on transformers=4.41[WIP] #11280

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Jun 21, 2024
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Fix 1383 Llama model on transformers=4.41[WIP] #11280

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31 changes: 22 additions & 9 deletions python/llm/src/ipex_llm/transformers/convert.py
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Original file line number Diff line number Diff line change
Expand Up @@ -947,19 +947,32 @@ def _optimize_post(model, lightweight_bmm=False):
convert_forward(model,
transformers.models.llama.modeling_llama.LlamaDecoderLayer,
llama_decoder_forward)

if version.parse(trans_version) >= version.parse("4.36.0"):
# transformers version >= 4.36.0
from ipex_llm.transformers.models.llama import llama_attention_forward_4_38
if version.parse(trans_version) >= version.parse("4.38.0"):
from ipex_llm.transformers.models.llama import llama_model_forward_4_38
convert_forward(
model,
transformers.models.llama.modeling_llama.LlamaModel,
llama_model_forward_4_38)
convert_forward(
model,
transformers.models.llama.modeling_llama.LlamaAttention,
llama_attention_forward_4_38)
if version.parse(trans_version) >= version.parse("4.41.0"):
from ipex_llm.transformers.models.llama import llama_model_forward_4_41
from ipex_llm.transformers.models.llama import llama_attention_forward_4_41
convert_forward(
model,
transformers.models.llama.modeling_llama.LlamaModel,
llama_model_forward_4_41)
convert_forward(
model,
transformers.models.llama.modeling_llama.LlamaAttention,
llama_attention_forward_4_41)
else:
from ipex_llm.transformers.models.llama import llama_model_forward_4_38
convert_forward(
model,
transformers.models.llama.modeling_llama.LlamaModel,
llama_model_forward_4_38)
convert_forward(
model,
transformers.models.llama.modeling_llama.LlamaAttention,
llama_attention_forward_4_38)
else:
from ipex_llm.transformers.models.llama import llama_model_forward_4_36
convert_forward(
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