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README.md

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-# Model Card for Model ID
+# Mistral-7B-Instruct-v0.2-bnb-4bit
 
 <!-- Provide a quick summary of what the model is/does. -->
+This repo contains 4-bit quantized (using bitsandbytes) model Mistral AI_'s Mistral-7B-Instruct-v0.2
 
 
 
 ## Model Details
 
+Model creator: [Mistral AI_](https://huggingface.co/mistralai)
+Original model: [Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2)
+
+
+### About 4 bit quantization using bitsandbytes
+
+QLoRA: Efficient Finetuning of Quantized LLMs: [arXiv - QLoRA: Efficient Finetuning of Quantized LLMs] (https://arxiv.org/abs/2305.14314)
+
+Hugging Face Blog post on 4-bit quantization using bitsandbytes: [Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA] (https://huggingface.co/blog/4bit-transformers-bitsandbytes)
+
+bitsandbytes github repo: [bitsandbytes github repo] (https://github.com/TimDettmers/bitsandbytes)
+
+
 ### Model Description
 
 <!-- Provide a longer summary of what this model is. -->
 
+
+
 This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
 
 - **Developed by:** [More Information Needed]