Merge pull request #3550 from ssalgadodev/patch-80

Update models-featured.md

Author: v-ccolin

articles/ai-foundry/concepts/models-featured.md

@@ -330,6 +330,19 @@ See the [Nixtla model collection in Azure AI Foundry portal](https://ai.azure.co
 | ------ | ---- | ------------ |
 | [tsuzumi-7b](https://ai.azure.com/explore/models/Tsuzumi-7b/version/1/registry/azureml-nttdata) | [chat-completion](../model-inference/how-to/use-chat-completions.md?context=/azure/ai-foundry/context/context) | - **Input:** text (8,192 tokens) <br /> - **Output:** text (8,192 tokens) <br />  - **Tool calling:** No <br /> - **Response formats:** Text |
 
+## Stability AI 
+
+The Stability AI collection of image generation models include Stable Image Core, Stable Image Ultra and Stable Diffusion 3.5 Large. Stable Diffusion 3.5 Large allows for an image and text input. 
+
+| Model  | Type | Capabilities |
+| ------ | ---- | ------------ |
+| [Stable Diffusion 3.5 Large](https://ai.azure.com/explore/models/Stable-Diffusion-3.5-Large/versions/1) | [Image Generation](../how-to/deploy-stability-models.md?context=/azure/ai-foundry/context/context) | - Input: text and image (1000 tokens and 1 image)  <br /> - Output: 1 Image  <br />  - **Tool calling:** No <br /> - Response formats: Image (PNG and JPG) |
+| [Stable Image Core](https://ai.azure.com/explore/models/Stable-Image-Core/versions/1) | [Image Generation](../how-to/deploy-stability-models.md?context=/azure/ai-foundry/context/context) | - Input: text (1000 tokens)  <br /> - Output: 1 Image  <br />  - **Tool calling:** No <br /> - Response formats: Image (PNG and JPG) |
+| [Stable Image Ultra](https://ai.azure.com/explore/models/Stable-Image-Ultra/versions/1) | [Image Generation](../how-to/deploy-stability-models.md?context=/azure/ai-foundry/context/context) | - Input: text (1000 tokens)  <br /> - Output: 1 Image  <br />  - **Tool calling:** No <br /> - Response formats: Image (PNG and JPG) |
+
+
+
+
 ## Related content
 
 - [Deploy models as serverless APIs](../how-to/deploy-models-serverless.md)

articles/ai-foundry/toc.yml

@@ -96,20 +96,6 @@ items:
         href: how-to/troubleshoot-deploy-and-monitor.md
   - name: Work with models from the model catalog
     items:
-    - name: Work with embedding models
-      items:
-        - name: Work with text embedding models
-          href: ../ai-foundry/model-inference/how-to/use-embeddings.md?context=/azure/ai-foundry/context/context
-        - name: Work with image embedding models
-          href: ../ai-foundry/model-inference/how-to/use-image-embeddings.md?context=/azure/ai-foundry/context/context
-    - name: Work with chat models
-      items:
-        - name: Work with chat completion models
-          href: ../ai-foundry/model-inference/how-to/use-chat-completions.md?context=/azure/ai-foundry/context/context
-        - name: Work with reasoning models
-          href: ../ai-foundry/model-inference/how-to/use-chat-reasoning.md?context=/azure/ai-foundry/context/context
-        - name: Work with image and audio content
-          href: ../ai-foundry/model-inference/how-to/use-chat-multi-modal.md?context=/azure/ai-foundry/context/context
     - name: Featured models in the model catalog
       href: concepts/models-featured.md
     - name: Other featured models
@@ -130,6 +116,20 @@ items:
         href: how-to/deploy-models-mistral-open.md
       - name: Stability AI models
         href: ./how-to/deploy-stability-models.md
+    - name: Work with embedding models
+      items:
+        - name: Work with text embedding models
+          href: ../ai-foundry/model-inference/how-to/use-embeddings.md?context=/azure/ai-foundry/context/context
+        - name: Work with image embedding models
+          href: ../ai-foundry/model-inference/how-to/use-image-embeddings.md?context=/azure/ai-foundry/context/context
+    - name: Work with chat models
+      items:
+        - name: Work with chat completion models
+          href: ../ai-foundry/model-inference/how-to/use-chat-completions.md?context=/azure/ai-foundry/context/context
+        - name: Work with reasoning models
+          href: ../ai-foundry/model-inference/how-to/use-chat-reasoning.md?context=/azure/ai-foundry/context/context
+        - name: Work with image and audio content
+          href: ../ai-foundry/model-inference/how-to/use-chat-multi-modal.md?context=/azure/ai-foundry/context/context
 - name: Azure OpenAI and AI services
   items:
   - name: Use Azure OpenAI Service in Azure AI Foundry portal