This repo contains a jupyter notebook that will utilize the GPTQ technique to quantize LLMs. An in-depth explanation combined with examples is included in the notebook which you can follow to quantize any of the LLMs. For simplicity purposes, I have quantized an open-source language model from huggingface called dlite-v2-355m.
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Quantizing LLMs using GPTQ
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