update

Author: mrbullwinkle

articles/ai-services/openai/concepts/models.md

@@ -76,7 +76,7 @@ See [model versions](../concepts/model-versions.md) to learn about how Azure Ope
 > We don't recommend using preview models in production. We will upgrade all deployments of preview models to either future preview versions or to the latest stable/GA version. Models designated preview do not follow the standard Azure OpenAI model lifecycle.
 
 > [!NOTE]
-> Version `0314` of `gpt-4` and `gpt-4-32k` will be retired no earlier than July 5, 2024.  Version `0613` of `gpt-4` and `gpt-4-32k` will be retired no earlier than September 30, 2024.  See [model updates](../how-to/working-with-models.md#model-updates) for model upgrade behavior.
+> Version `0314` of `gpt-4` and `gpt-4-32k` will be retired no earlier than June 14, 2024.  Version `0613` of `gpt-4` and `gpt-4-32k` will be retired no earlier than September 30, 2024.  See [model updates](../how-to/working-with-models.md#model-updates) for model upgrade behavior.
 
 - GPT-4 version 0125-preview is an updated version of the GPT-4 Turbo preview previously released as version 1106-preview.  
 - GPT-4 version 0125-preview completes tasks such as code generation more completely compared to gpt-4-1106-preview. Because of this, depending on the task, customers may find that GPT-4-0125-preview generates more output compared to the gpt-4-1106-preview.  We recommend customers compare the outputs of the new model.  GPT-4-0125-preview also addresses bugs in gpt-4-1106-preview with UTF-8 handling for non-English languages. 
@@ -152,7 +152,7 @@ This table doesn't include fine-tuning regional availability, consult the dedica
 
 ### Standard deployment model quota
 
-[!INCLUDE [Quota](~/reusable-content/ce-skilling/azure/includes/ai-services/openai/includes/model-matrix/quota.md)]
+[!INCLUDE [Quota](..includes/model-matrix/quota.md)]
 
 ### Provisioned deployment model availability
 

articles/ai-services/openai/includes/chatgpt-python.md

@@ -46,7 +46,7 @@ pip install openai==0.28.1
 ---
 
 > [!NOTE]
-> This library is maintained by OpenAI and is currently in preview. Refer to the [release history](https://github.com/openai/openai-python/releases) or the [version.py commit history](https://github.com/openai/openai-python/commits/main/openai/version.py) to track the latest updates to the library.
+> This library is maintained by OpenAI. Refer to the [release history](https://github.com/openai/openai-python/releases) to track the latest updates to the library.
 
 [!INCLUDE [get-key-endpoint](get-key-endpoint.md)]
 

articles/ai-services/openai/includes/gpt-v-python.md

@@ -35,7 +35,7 @@ pip install openai
 
 
 > [!NOTE]
-> This library is maintained by OpenAI and is currently in preview. Refer to the [release history](https://github.com/openai/openai-python/releases) or the [version.py commit history](https://github.com/openai/openai-python/commits/main/openai/version.py) to track the latest updates to the library.
+> This library is maintained by OpenAI. Refer to the [release history](https://github.com/openai/openai-python/releases) to track the latest updates to the library.
 
 [!INCLUDE [get-key-endpoint](get-key-endpoint.md)]
 

articles/ai-services/openai/includes/python.md

@@ -45,7 +45,7 @@ pip install openai==0.28.1
 ---
 
 > [!NOTE]
-> This library is maintained by OpenAI and is currently in preview. Refer to the [release history](https://github.com/openai/openai-python/releases) or the [version.py commit history](https://github.com/openai/openai-python/commits/main/openai/version.py) to track the latest updates to the library.
+> This library is maintained by OpenAI. Refer to the [release history](https://github.com/openai/openai-python/releases) to track the latest updates to the library.
 
 ## Retrieve key and endpoint