Update README.md

README.md

@@ -4,25 +4,20 @@ inference: false
 tags: [green, p7, llmware-chat, ov]
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-# teknium-open-hermes-2.5-mistral-ov
+# mathstral-7b-ov
 
-<!-- Provide a quick summary of what the model is/does. -->
+**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.    
 
-**teknium-open-hermes-2.5-mistral-ov** is an OpenVino int4 quantized version of teknium's popular open hermes finetune of mistral, providing a very fast, very small inference implementation, optimized for AI PCs using Intel GPU, CPU and NPU.    
-
-[**teknium-open-hermes-2.5-mistral**](https://huggingface.co/teknium/OpenHermes-2.5-Mistral-7B) is a leading chat finetuned version of mistral 7b.  
-
-Get started right away with [OpenVino](https://github.com/openvinotoolkit/openvino) 
-
-Looking for AI PC solutions and demos, contact us at [llmware](https://www.llmware.ai)    
+[**mathstral-7b-ov**](https://huggingface.co/teknium/OpenHermes-2.5-Mistral-7B) is a math focused model from Mistral.    
 
 
 ### Model Description
 
-- **Developed by:** teknium 
+- **Developed by:** mistral
+- **Quantized by:** llmware
 - **Model type:** mistral-7b  
 - **Parameters:** 7 billion
-- **Model Parent:** teknium/OpenHermes-2.5-Mistral-7B
+- **Model Parent:** mistralai/mathstral
 - **Language(s) (NLP):** English  
 - **License:** Apache 2.0  
 - **Uses:** General purpose chat