Updated Readme

README.md

@@ -28,7 +28,7 @@ This repo contains 8-bit quantized (using bitsandbytes) model Mistral AI_'s Mist
 
 - 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)
+- Hugging Face Blog post on 8-bit quantization using bitsandbytes: [A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using Hugging Face Transformers, Accelerate and bitsandbytes](https://huggingface.co/blog/hf-bitsandbytes-integration)
 
 - bitsandbytes github repo: [bitsandbytes github repo](https://github.com/TimDettmers/bitsandbytes)