Update README.md

README.md

@@ -8,19 +8,19 @@ pipeline_tag: text-generation
 This repository hosts both the standard and quantized versions of the Zephyr 7B model, allowing users to choose the version that best fits their resource constraints and performance needs.
 
 # Model Details
-### Model Name: Zephyr 7B
-### Model Size: 7 billion parameters
-### Architecture: Transformer-based
-### Languages: Primarily English, with support for multilingual text
-### Quantized Version: Available for reduced memory footprint and faster inference
+Model Name: Zephyr 7B
+Model Size: 7 billion parameters
+Architecture: Transformer-based
+Languages: Primarily English, with support for multilingual text
+Quantized Version: Available for reduced memory footprint and faster inference
 
 
 
 # Performance and Efficiency
 The quantized version of Zephyr 7B is optimized for environments with limited computational resources. It offers:
 
-### Reduced Memory Usage: The model size is significantly smaller, making it suitable for deployment on devices with limited RAM.
-### Faster Inference: Quantized models can perform faster inference, providing quicker responses in real-time applications.
+Reduced Memory Usage: The model size is significantly smaller, making it suitable for deployment on devices with limited RAM.
+Faster Inference: Quantized models can perform faster inference, providing quicker responses in real-time applications.