text-generation-webui/docs/LLaMA-v2-model.md
2023-07-18 10:29:56 -07:00

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# LLaMA-v2
To convert LLaMA-v2 from the `.pth` format provided by Meta to transformers format, follow the steps below:
1) `cd` into your `llama` folder (the one containing `download.sh` and the models that you downloaded):
```
cd llama
```
2) Clone the code in [this PR](https://github.com/huggingface/transformers/pull/24891):
```
git clone 'https://github.com/ArthurZucker/transformers' -b llama-tests
```
3) Create symbolic links from the downloaded folders to names that the conversion script can recognize:
```
ln -s llama-2-7b 7B
ln -s llama-2-13b 13B
```
4) Do the conversions:
```
mkdir llama-2-7b-hf llama-2-13b-hf
python ./transformers/src/transformers/models/llama/convert_llama_weights_to_hf.py --input_dir . --model_size 7B --output_dir llama-2-7b-hf --safe_serialization true
python ./transformers/src/transformers/models/llama/convert_llama_weights_to_hf.py --input_dir . --model_size 13B --output_dir llama-2-13b-hf --safe_serialization true
```
5) Move the output folders inside `text-generation-webui/models`
6) Have fun