Update README.md

README.md

@@ -5,7 +5,7 @@ inference: false
 pipeline_tag: text-generation
 ---
 
-This is an experimental <a href="https://github.com/mobiusml/hqq/">HQQ</a> 1-bit quantized (<b>binary weights</b>) <a href="https://huggingface.co/meta-llama/Llama-2-7b-chat-hf"> Llama2-7B-chat model </a> using a LoRA adapter to improve the performance (referred to as HQQ+).  
+This is an experimental <a href="https://github.com/mobiusml/hqq/">HQQ</a> 1-bit quantized (<b>binary weights</b>) <a href="https://huggingface.co/meta-llama/Llama-2-7b-chat-hf"> Llama2-7B-chat model </a> using a low-rank adapter to improve the performance (referred to as HQQ+).  
 
 ![image/gif](https://cdn-uploads.huggingface.co/production/uploads/636b945ef575d3705149e982/3fOfrg-5WtJwC5cpcVDub.gif)