Update README.md

README.md

@@ -6,9 +6,9 @@ tags: [green, p7, llmware-chat, ov]
 
 # mathstral-7b-ov
 
-**mathstral-7b-ov** is an OpenVino int4 quantized version of Mathstral, providing a very fast inference implementation, optimized for AI PCs using Intel GPU, CPU and NPU.    
+**mathstral-7b-ov** is an OpenVino int4 quantized version of Mathstral, providing a very inference implementation, optimized for AI PCs using Intel GPU, CPU and NPU.    
 
-[**mathstral-7b-ov**](https://huggingface.co/teknium/OpenHermes-2.5-Mistral-7B) is a math focused model from Mistral.    
+[**mathstral-7b-ov**](https://huggingface.co/mistralai/Mathstral-7B-v0.1) is an instruct-trained model from Mistral with excellent capabilities for answering mathematical oriented problems and questions.      
 
 
 ### Model Description
@@ -17,16 +17,18 @@ tags: [green, p7, llmware-chat, ov]
 - **Quantized by:** llmware
 - **Model type:** mistral-7b  
 - **Parameters:** 7 billion
-- **Model Parent:** mistralai/mathstral
+- **Model Parent:** mistralai/Mathstral-7B-v0.1
 - **Language(s) (NLP):** English  
 - **License:** Apache 2.0  
-- **Uses:** General purpose chat
+- **Uses:** Chat-oriented Math problems  
 - **RAG Benchmark Accuracy Score:** NA  
 - **Quantization:** int4  
   
 
 ## Model Card Contact
 
+[llmware on github](https://www.github.com/llmware-ai/llmware)  
+
 [llmware on hf](https://www.huggingface.co/llmware)  
 
 [llmware website](https://www.llmware.ai)