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Fix bug on Llama 2/3 NeMo to hf convertion

Open AtsunoriFujita opened this issue 8 months ago • 1 comments

What does this PR do ?

Fix the script to convert Llama 2/3 from .nemo format to hf format. This will resolve #9496

Collection: [Note which collection this PR will affect]

Changelog

  • In Llama3, basically AutoTokenizer (fast tokenizer) is used, but in Llama2 and other derivatives, both (LlamaTokenizer and AutoTokenizer) are used. This PR works both patterns.

Usage

No changes in API

# llama3
export INPUT="/workspace/models/Meta-Llama-3-8B.nemo"
export OUTPUT="/workspace/models/llama3-8b/pytorch_model.bin"

python /opt/NeMo/scripts/checkpoint_converters/convert_llama_nemo_to_hf.py \
    --input_name_or_path=${INPUT} \
    --output_path=${OUTPUT} \
    --hf_input_path /workspace/models/Meta-Llama-3-8B \
    --hf_output_path /workspace/models/llama3-8b \
    --input_tokenizer /workspace/models/Meta-Llama-3-8B \
    --hf_output_tokenizer /workspace/models/llama3-8b

# llama2
export INPUT="/workspace/models/Llama-2-7b-hf.nemo"
export OUTPUT="/workspace/models/llama2-7b/pytorch_model.bin"

python /opt/NeMo/scripts/checkpoint_converters/convert_llama_nemo_to_hf.py \
    --input_name_or_path=${INPUT} \
    --output_path=${OUTPUT} \
    --hf_input_path /workspace/models/Llama-2-7b-hf \
    --hf_output_path /workspace/models/llama2-7b \
    --input_tokenizer /workspace/models/Llama-2-7b-hf \
    --hf_output_tokenizer /workspace/models/llama2-7b

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  • [ ] New Feature
  • [x] Bugfix
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Additional Information

  • Related to #9496

AtsunoriFujita avatar Jul 03 '24 10:07 AtsunoriFujita