Update README.md

README.md

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 license: openrail
 model_creator: axiong
 model_name: PMC_LLaMA_13B
----
+---
+# PMC-LLaMA-13B - AWQ
+- Model creator: [axiong](https://huggingface.co/axiong)
+- Original model: [PMC_LLaMA_13B](https://huggingface.co/axiong/PMC_LLaMA_13B)
+
+## Description
+
+This repo contains AWQ model files for [PMC_LLaMA_13B](https://huggingface.co/axiong/PMC_LLaMA_13B).
+
+### About AWQ
+
+AWQ is an efficient, accurate and blazing-fast low-bit weight quantization method, currently supporting 4-bit quantization. Compared to GPTQ, it offers faster Transformers-based inference with equivalent or better quality compared to the most commonly used GPTQ settings.