Update README.md

README.md

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 [![](drllama.png)]
 
 
-Medical fine tuned version of LLAMA-3-8B quantized in 4 bits using common open source datasets and showing improvements over multilingual tasks. It has been used the standard bitquantized technique for post-fine-tuning quantization reducing the computational time complexity and space complexity required to run the model. The overall architecture it's all LLAMA-3 based.
+Medical chat fine tuned version of LLAMA-3-8B quantized in 4 bits using a combination of open source datasets and internal business datasets. 
 
 
-This repository provides a fine-tuned version of the powerful Llama3 8B model, specifically designed to answer medical questions in an informative way. It leverages the rich knowledge contained in the AI Medical Chatbot dataset ([ruslanmv/ai-medical-chatbot](https://huggingface.co/datasets/ruslanmv/ai-medical-chatbot)).
+This repository provides a fine-tuned version of the powerful Llama3 8B model, specifically designed to answer medical questions in a supportive way.
 
 **Model & Development**
 
@@ -35,14 +35,6 @@ This repository provides a fine-tuned version of the powerful Llama3 8B model, s
 - **Knowledge Base:** Trained on a comprehensive medical chatbot dataset.
 - **Text Generation:** Generates informative and potentially helpful responses.
 
-**Installation**
-
-This model is accessible through the Hugging Face Transformers library. Install it using pip:
-
-```bash
-pip install git+https://github.com/huggingface/accelerate.git
-pip install git+https://github.com/huggingface/transformers.git
-pip install  bitsandbytes
 ```
 
 **Important Note**