Merge branch 'release-build-2025-release' of github.com:MicrosoftDocs/azure-ai-docs-pr into sdg-fix-qs

Author: sdgilley

articles/ai-foundry/concepts/fine-tuning-overview.md

@@ -358,6 +358,15 @@ For examples of how to use Stability AI models, see the following examples:
 - [Use Requests library with Stable Diffusion 3.5 Large for image to image requests](https://github.com/Azure/azureml-examples/blob/main/sdk/python/foundation-models/stabilityai/Image_to_Image.ipynb)
 - [Example of a fully encoded image generation response](https://github.com/Azure/azureml-examples/blob/main/sdk/python/foundation-models/stabilityai/Sample_image_generation_response.txt)
 
+### xAI
+
+**Grok** is a family of models designed...
+
+| Model  | Type | Tier | Capabilities |
+| ------ | ---- | --- | ------------ |
+| [Grok]() |  | Global standard | - **Input:** text (0 tokens) <br /> - **Output:** text (0 tokens) <br /> - **Languages:**  <br />  - **Tool calling:**  <br /> - **Response formats:**  |
+| [grok-3-mini]() |  | Global standard | - **Input:** text (0 tokens) <br /> - **Output:** text (0 tokens) <br /> - **Languages:**  <br />  - **Tool calling:**  <br /> - **Response formats:**  |
+
 
 ## Related content
 

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

@@ -45,7 +45,7 @@ Get started with Foundry Local quickly:
 1. **Run your first model** Open a terminal window and run the following command to run a model: 
 
     ```bash
-    foundry model run deepseek-r1-1.5b 
+    foundry model run phi-3.5-mini 
     ```
     
     The model downloads - which can take a few minutes, depending on your internet speed - and the model runs. Once the model is running, you can interact with it using the command line interface (CLI). For example, you can ask:
@@ -59,7 +59,7 @@ Get started with Foundry Local quickly:
 
 
 > [!TIP]
-> You can replace `deepseek-r1-1.5b` with any model name from the catalog (see `foundry model list` for available models). Foundry Local downloads the model variant that best matches your system's hardware and software configuration. For example, if you have an NVIDIA GPU, it downloads the CUDA version of the model. If you have a Qualcomm NPU, it downloads the NPU variant. If you have no GPU or NPU, it downloads the CPU version.
+> You can replace `phi-3.5-mini` with any model name from the catalog (see `foundry model list` for available models). Foundry Local downloads the model variant that best matches your system's hardware and software configuration. For example, if you have an NVIDIA GPU, it downloads the CUDA version of the model. If you have a Qualcomm NPU, it downloads the NPU variant. If you have no GPU or NPU, it downloads the CPU version.
 
 ## Explore commands
 

articles/ai-foundry/foundry-local/get-started.md

@@ -32,7 +32,7 @@ import { FoundryLocalManager } from "foundry-local-sdk";
 // to your end-user's device.
 // TIP: You can find a list of available models by running the 
 // following command in your terminal: `foundry model list`.
-const alias = "deepseek-r1-1.5b";
+const alias = "phi-3.5-mini";
 
 // Create a FoundryLocalManager instance. This will start the Foundry 
 // Local service if it is not already running.
@@ -83,7 +83,7 @@ import { FoundryLocalManager } from "foundry-local-sdk";
 // to your end-user's device.
 // TIP: You can find a list of available models by running the 
 // following command in your terminal: `foundry model list`.
-const alias = "deepseek-r1-1.5b";
+const alias = "phi-3.5-mini";
 
 // Create a FoundryLocalManager instance. This will start the Foundry 
 // Local service if it is not already running.
@@ -133,7 +133,7 @@ import { FoundryLocalManager } from "foundry-local-sdk";
 // to your end-user's device.
 // TIP: You can find a list of available models by running the 
 // following command in your terminal: `foundry model list`.
-const alias = "deepseek-r1-1.5b";
+const alias = "phi-3.5-mini";
 
 // Create a FoundryLocalManager instance. This will start the Foundry 
 // Local service if it is not already running.
@@ -176,7 +176,7 @@ import { FoundryLocalManager } from "foundry-local-sdk";
 // to your end-user's device.
 // TIP: You can find a list of available models by running the 
 // following command in your terminal: `foundry model list`.
-const alias = "deepseek-r1-1.5b";
+const alias = "phi-3.5-mini";
 
 // Create a FoundryLocalManager instance. This will start the Foundry 
 // Local service if it is not already running.

articles/ai-foundry/foundry-local/includes/integrate-examples/javascript.md

@@ -31,7 +31,7 @@ from foundry_local import FoundryLocalManager
 
 # By using an alias, the most suitable model will be downloaded 
 # to your end-user's device. 
-alias = "deepseek-r1-1.5b"
+alias = "phi-3.5-mini"
 
 # Create a FoundryLocalManager instance. This will start the Foundry
 # Local service if it is not already running and load the specified model.
@@ -66,7 +66,7 @@ from foundry_local import FoundryLocalManager
 
 # By using an alias, the most suitable model will be downloaded 
 # to your end-user's device.
-alias = "deepseek-r1-1.5b"
+alias = "phi-3.5-mini"
 
 # Create a FoundryLocalManager instance. This will start the Foundry 
 # Local service if it is not already running and load the specified model.
@@ -109,7 +109,7 @@ from foundry_local import FoundryLocalManager
 
 # By using an alias, the most suitable model will be downloaded 
 # to your end-user's device. 
-alias = "deepseek-r1-1.5b"
+alias = "phi-3.5-mini"
 
 # Create a FoundryLocalManager instance. This will start the Foundry
 # Local service if it is not already running and load the specified model.

articles/ai-foundry/foundry-local/includes/integrate-examples/python.md

@@ -92,7 +92,7 @@ import { FoundryLocalManager } from "foundry-local-sdk";
 // to your end-user's device.
 // TIP: You can find a list of available models by running the 
 // following command in your terminal: `foundry model list`.
-const alias = "deepseek-r1-1.5b";
+const alias = "phi-3.5-mini";
 
 const manager = new FoundryLocalManager()
 
@@ -141,7 +141,7 @@ import { FoundryLocalManager } from "foundry-local-sdk";
 // to your end-user's device.
 // TIP: You can find a list of available models by running the 
 // following command in your terminal: `foundry model list`.
-const alias = "deepseek-r1-1.5b";
+const alias = "phi-3.5-mini";
 
 // Create a FoundryLocalManager instance. This will start the Foundry 
 // Local service if it is not already running.
@@ -208,7 +208,7 @@ const endpoint = "ENDPOINT"
 
 const manager = new FoundryLocalManager({serviceUrl: endpoint})
 
-const alias = 'deepseek-r1-1.5b'
+const alias = 'phi-3.5-mini'
 
 // Get all available models
 const catalog = await manager.listCatalogModels()

articles/ai-foundry/foundry-local/includes/sdk-reference/javascript.md

@@ -86,7 +86,7 @@ from foundry_local import FoundryLocalManager
 
 # By using an alias, the most suitable model will be selected 
 # to your end-user's device.
-alias = "deepseek-r1-1.5b"
+alias = "phi-3.5-mini"
 
 # Create a FoundryLocalManager instance. This will start the Foundry.
 manager = FoundryLocalManager()
@@ -128,7 +128,7 @@ from foundry_local import FoundryLocalManager
 
 # By using an alias, the most suitable model will be downloaded 
 # to your end-user's device.
-alias = "deepseek-r1-1.5b"
+alias = "phi-3.5-mini"
 
 # Create a FoundryLocalManager instance. This will start the Foundry 
 # Local service if it is not already running and load the specified model.

articles/ai-foundry/foundry-local/includes/sdk-reference/python.md

@@ -313,7 +313,7 @@ Retrieves all available models, including both local models and registered exter
 
 - Response body
   ```json
-  ["Phi-4-mini-instruct-generic-cpu", " deepseek-r1-distill-qwen-7b-generic-cpu"]
+  ["Phi-4-mini-instruct-generic-cpu", "phi-3.5-mini-instruct-generic-cpu"]
   ```
 
 ### GET /openai/load/{name}
@@ -395,7 +395,7 @@ Retrieves a list of currently loaded models.
 
 - Response body
   ```json
-  ["Phi-4-mini-instruct-generic-cpu", " deepseek-r1-distill-qwen-7b-generic-cpu"]
+  ["Phi-4-mini-instruct-generic-cpu", "phi-3.5-mini-instruct-generic-cpu"]
   ```
 
 ### GET /openai/getgpudevice

articles/ai-foundry/foundry-local/media/get-started-output.png

@@ -114,6 +114,13 @@ TimeGEN-1  | [Microsoft Managed Countries/Regions](/partner-center/marketplace/t
 |---------|---------|---------|---------|
 tsuzumi-7b    | [Microsoft Managed Countries/Regions](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) | East US 2 <br> South Central US <br> East US <br> West US 3 <br> West US <br> North Central US       |  East US 2 <br> East US <br> North Central US <br> South Central US <br> West US <br> West US 3      |
 
+### xAI
+
+| Model | Offer Availability Region  | Hub/Project Region for Deployment  | Hub/Project Region for Fine tuning  |
+|---------|---------|---------|---------|
+grok-3  | [Microsoft Managed Countries/Regions](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions)    |       |  Not available       |
+grok-3-mini  | [Microsoft Managed Countries/Regions](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions)    |       |  Not available       |
+
 
 ### Stability AI models