Merge pull request #4238 from MicrosoftDocs/main

4/21/2025 AM Publish

Author: Taojunshen

articles/ai-services/openai/includes/model-matrix/global-batch.md

@@ -6,30 +6,33 @@ manager: nitinme
 ms.service: azure-ai-openai
 ms.topic: include
 ms.custom: references_regions
-ms.date: 02/07/2025
+ms.date: 04/21/2025
 ---
 
 
 | **Region**     | **o3-mini**, **2025-01-31**   | **gpt-4o**, **2024-05-13**   | **gpt-4o**, **2024-08-06**   | **gpt-4o**, **2024-11-20**   | **gpt-4o-mini**, **2024-07-18**   | **gpt-4**, **0613**   | **gpt-4**, **turbo-2024-04-09**   | **gpt-35-turbo**, **0613**   | **gpt-35-turbo**, **1106**   | **gpt-35-turbo**, **0125**   |
 |:-------------------|:---------------------------:|:--------------------------:|:--------------------------:|:--------------------------:|:-------------------------------:|:-------------------:|:-------------------------------:|:--------------------------:|:--------------------------:|:--------------------------:|
-| australiaeast      | -                       | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| brazilsouth        | -                       | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| canadaeast         | -                       | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| eastus             | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| eastus2            | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| francecentral      | -                       | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| germanywestcentral | -                       | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| japaneast          | -                       | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| koreacentral       | -                       | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| northcentralus     | -                       | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| norwayeast         | -                       | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| polandcentral      | -                       | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| southafricanorth   | -                       | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| southcentralus     | -                       | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| southindia         | -                       | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| swedencentral      | -                       | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| switzerlandnorth   | -                       | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| uksouth            | -                       | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| westeurope         | -                       | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
-| westus             | -                       | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
+| australiaeast      | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | -                      | ✅                       | ✅                       |
+| brazilsouth        | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
+| canadaeast         | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | -                      | ✅                       | ✅                       |
+| eastus             | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | -                      | ✅                       | ✅                       |
+| eastus2            | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | -                      | ✅                       | ✅                       |
+| francecentral      | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | -                      | ✅                       | ✅                       |
+| germanywestcentral | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
+| italynorth         | ✅                        | -                      | -                      | -                      | -                           | -               | -                           | -                      | -                      | -                      |
+| japaneast          | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | -                      | ✅                       | ✅                       |
+| koreacentral       | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
+| northcentralus     | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | -                      | ✅                       | ✅                       |
+| norwayeast         | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
+| polandcentral      | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
+| southafricanorth   | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
+| southcentralus     | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
+| southindia         | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
+| spaincentral       | ✅                        | -                      | -                      | -                      | -                           | -               | -                           | -                      | -                      | -                      |
+| swedencentral      | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | -                      | ✅                       | ✅                       |
+| switzerlandnorth   | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | -                      | ✅                       | ✅                       |
+| uaenorth           | ✅                        | -                      | -                      | -                      | -                           | -               | -                           | -                      | -                      | -                      |
+| uksouth            | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | -                      | ✅                       | ✅                       |
+| westeurope         | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
+| westus             | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |
 | westus3            | ✅                        | ✅                       | ✅                       | ✅                       | ✅                            | ✅                | ✅                            | ✅                       | ✅                       | ✅                       |

articles/machine-learning/how-to-manage-environments-v2.md

@@ -115,7 +115,7 @@ The following example creates an environment from a Docker image. An image from
 
 ### Create an environment from a Docker build context
 
-Instead of defining an environment from a prebuilt image, you can also define one from a Docker [build context](https://docs.docker.com/develop/develop-images/dockerfile_best-practices/#understand-build-context). To do so, specify the directory that serves as the build context. This directory should contain a Dockerfile (not larger than 1MB) and any other files needed to build the image.
+Instead of defining an environment from a prebuilt image, you can also define one from a Docker [build context](https://docs.docker.com/build/concepts/context/). To do so, specify the directory that serves as the build context. This directory should contain a Dockerfile (not larger than 1MB) and any other files needed to build the image.
 
 # [Azure CLI](#tab/cli)