Update README.md

README.md

@@ -12,7 +12,7 @@ datasets:
 - ruslanmv/ai-medical-chatbot
 ---
 
-# Medical-Llama3-8B-GGUF-8bit
+# Medical-Llama3-8B-GGUF
 [![](future.jpg)](https://ruslanmv.com/)
 This is a fine-tuned version of the Llama3 8B model, specifically designed to answer medical questions. 
 The model was trained on the AI Medical Chatbot dataset, which can be found at [ruslanmv/ai-medical-chatbot](https://huggingface.co/datasets/ruslanmv/ai-medical-chatbot). This fine-tuned model leverages the GGUF (General-Purpose Gradient-based Quantization with Uniform Forwarding) technique for efficient inference with 4-bit quantization.
@@ -34,7 +34,6 @@ The model was trained on the AI Medical Chatbot dataset, which can be found at [
 1. **Install required Python libraries:**
 
 
-
   ```bash
 # GPU llama-cpp-python
 !CMAKE_ARGS="-DLLAMA_CUBLAS=on" FORCE_CMAKE=1 pip install llama-cpp-python --force-reinstall --upgrade --no-cache-dir --verbose
@@ -59,9 +58,7 @@ MODEL_PATH="/content/medical-llama3-8b.Q5_K_M.gguf"
 ```
 
 
-
-
-Example of use
+## Example of use
 
 Here's an example of how to use the Medical-Llama3-8B-GGUF 4bit model to generate an answer to a medical question:
 
@@ -98,7 +95,7 @@ The output exmample
 Hi, thank you for your query.
 Hypothyroidism is characterized by fatigue, sensitivity to cold, weight gain, depression, hair loss and mental dullness. I would suggest that you get a complete blood count with thyroid profile including TSH (thyroid stimulating hormone), free thyroxine level, and anti-thyroglobulin antibodies. These tests will help in establishing the diagnosis of hypothyroidism.
 If there is no family history of autoimmune disorders, then it might be due
-``
+```
 
 
 ## License