mirror updates in AzureML docs

Author: msakande

articles/machine-learning/concept-models-featured.md

@@ -264,7 +264,7 @@ Mistral AI offers two categories of models, namely:
 | [Mistral-Large-2411](https://ai.azure.com/explore/models/Mistral-Large-2411/version/2/registry/azureml-mistral) | [chat-completion](../ai-foundry/model-inference/how-to/use-chat-completions.md?context=/azure/machine-learning/context/context) |  - **Input:** text (128,000 tokens) <br /> - **Output:** text (4,096 tokens) <br /> - **Tool calling:** Yes <br /> - **Response formats:** Text, JSON |
 | [Mistral-large-2407](https://ai.azure.com/explore/models/Mistral-large-2407/version/1/registry/azureml-mistral) <br /> (deprecated) | [chat-completion](../ai-foundry/model-inference/how-to/use-chat-completions.md?context=/azure/machine-learning/context/context) |  - **Input:** text (131,072 tokens) <br /> - **Output:** text (4,096 tokens) <br /> - **Tool calling:** Yes <br /> - **Response formats:** Text, JSON  |
 | [Mistral-large](https://ai.azure.com/explore/models/Mistral-large/version/1/registry/azureml-mistral) <br /> (deprecated) | [chat-completion](../ai-foundry/model-inference/how-to/use-chat-completions.md?context=/azure/machine-learning/context/context) |  - **Input:** text (32,768 tokens) <br /> - **Output:** text (4,096 tokens) <br />  - **Tool calling:** Yes <br /> - **Response formats:** Text, JSON |
-| [Mistral-OCR-2503](https://aka.ms/aistudio/landing/mistral-ocr-2503) | image to text |  - **Input:** image or PDF pages (1,000 pages, max 50MB PDF file) <br> - **Output:** text <br /> - **Tool calling:** No <br /> - **Response formats:** Text, JSON, Markdown |
+| [Mistral-OCR-2503](https://aka.ms/aistudio/landing/mistral-ocr-2503) | [image to text](../ai-foundry/how-to/use-image-models.md?context=/azure/machine-learning/context/context) |  - **Input:** image or PDF pages (1,000 pages, max 50MB PDF file) <br> - **Output:** text <br /> - **Tool calling:** No <br /> - **Response formats:** Text, JSON, Markdown |
 | [Mistral-small-2503](https://aka.ms/aistudio/landing/mistral-small-2503) | [chat-completion (with images)](../ai-foundry/model-inference/how-to/use-chat-multi-modal.md?context=/azure/machine-learning/context/context) |  - **Input:** text and images (131,072 tokens), <br> image-based tokens are 16px x 16px <br> blocks of the original images <br /> - **Output:** text (4,096 tokens) <br /> - **Tool calling:** Yes <br /> - **Response formats:** Text, JSON |
 | [Mistral-small](https://ai.azure.com/explore/models/Mistral-small/version/1/registry/azureml-mistral) | [chat-completion](../ai-foundry/model-inference/how-to/use-chat-completions.md?context=/azure/machine-learning/context/context) |  - **Input:** text (32,768 tokens) <br /> - **Output:** text (4,096 tokens) <br /> - **Tool calling:** Yes <br /> - **Response formats:** Text, JSON |
 

articles/machine-learning/toc.yml

@@ -623,6 +623,8 @@ items:
             href: ../ai-foundry/model-inference/how-to/use-chat-reasoning.md?context=/azure/machine-learning/context/context
           - name: Work with multimodal models
             href: ../ai-foundry/model-inference/how-to/use-chat-multi-modal.md?context=/azure/machine-learning/context/context
+      - name: Work with image models
+        href: ../ai-foundry/how-to/use-image-models.md?context=/azure/machine-learning/context/context
     - name: Built-in policy to allow specific models
       href: how-to-built-in-policy-model-deployment.md
     - name: Custom policy to allow specific models