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Install Anaconda and create a venv with python 3.8
Install pytorch(tested with torch-1.13-cu116)
Install Transformers library (you'll need the latest transformers with this PR : https://github.com/huggingface/transformers/pull/21955 ).
Install sentencepiece from pip
Run python cuda_setup.py install in venv
You can either convert the llama models yourself with the instructions from GPTQ-for-llama repo
or directly use these weights by individually downloading them from the following (http://tinyurl.com/0BitFuture )
Profit!
Best results are obtained by putting a repetition_penalty(~1/0.85),temperature=0.7 in model.generate() for most LLaMA models