Update README.md

README.md

@@ -3,17 +3,17 @@ license: llama3.2
 inference: false
 tags:
 - green
-- p3
-- llmware-chat
+- p11
+- llmware-vision
 - ov
 - emerald
 ---
 
-# llama-3.2-3b-instruct-ov
+# llama-11b-vision-instruct-ov
 
-**llama-3.2-3b-instruct-ov** is an OpenVino int4 quantized version of Llama 3.2 3B Instruct, providing a very small, very fast inference implementation, optimized for AI PCs using Intel GPU, CPU and NPU.    
+**llama-11b-vision-instruct-ov** is an OpenVino int4 quantized version of Llama 3.2 11B Vision Instruct, providing a small, fast inference implementation, optimized for AI PCs using Intel GPU, CPU and NPU.    
 
-[**llama-3.2-3b-instruct**](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct) is a new 3B chat foundation model from Meta. 
+[**llama-11b-vision-instruct**](https://huggingface.co/meta-llama/Llama-3.2-11B-Vision-Instruct) is a new 11B multi-modal instruct chat foundation model from Meta. 
 
 
 ### Model Description
@@ -21,14 +21,17 @@ tags:
 - **Developed by:** meta-llama
 - **Quantized by:** llmware
 - **Model type:** llama-3.2 
-- **Parameters:** 3 billion
-- **Model Parent:** meta-llama/Meta-Llama-3.2-3B-Instruct  
+- **Parameters:** 11 billion
+- **Model Parent:** meta-llama/Llama-3.2-11B-Vision-Instruct  
 - **Language(s) (NLP):** English  
 - **License:** Llama 3.2 Community License
-- **Uses:** General chat use cases 
+- **Uses:** Multimodal (image+text -> text)
 - **RAG Benchmark Accuracy Score:** NA  
 - **Quantization:** int4  
-  
+
+
+For a reference open source implmentation, please see this [Intel OpenVino Notebook](https://github.com/openvinotoolkit/openvino_notebooks/tree/latest/notebooks/mllama-3.2)  
+
 
 ## Model Card Contact
 
@@ -36,4 +39,4 @@ tags:
 
 [llmware on hf](https://www.huggingface.co/llmware)  
 
-[llmware website](https://www.llmware.ai)
+[llmware website](https://www.llmware.ai)