Merge pull request #258909 from mrbullwinkle/mrb_11_16_2023_final_changes

[Azure OpenAI] Final update

Author: prmerger-automator[bot]

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

@@ -19,13 +19,13 @@ Azure OpenAI Service is powered by a diverse set of models with different capabi
 
 | Models | Description |
 |--|--|
-| [GPT-4](#gpt-4) | A set of models that improve on GPT-3.5 and can understand and generate natural language and code. |
+| [GPT-4](#gpt-4-and-gpt-4-turbo-preview) | A set of models that improve on GPT-3.5 and can understand and generate natural language and code. |
 | [GPT-3.5](#gpt-35) | A set of models that improve on GPT-3 and can understand and generate natural language and code. |
 | [Embeddings](#embeddings-models) | A set of models that can convert text into numerical vector form to facilitate text similarity. |
 | [DALL-E](#dall-e-models-preview) (Preview) | A series of models in preview that can generate original images from natural language. |
 | [Whisper](#whisper-models-preview) (Preview) | A series of models in preview that can transcribe and translate speech to text. |
 
-## GPT-4
+## GPT-4 and GPT-4 Turbo Preview
 
  GPT-4 can solve difficult problems with greater accuracy than any of OpenAI's previous models. Like GPT-3.5 Turbo, GPT-4 is optimized for chat and works well for traditional completions tasks. Use the Chat Completions API to use GPT-4. To learn more about how to interact with GPT-4 and the Chat Completions API check out our [in-depth how-to](../how-to/chatgpt.md).
 
@@ -72,7 +72,7 @@ You can also use the Whisper model via Azure AI Speech [batch transcription](../
 >
 > - South Central US is temporarily unavailable for creating new resources and deployments.
 
-### GPT-4 models
+### GPT-4 and GPT-4 Turbo Preview models
 
 GPT-4 and GPT-4-32k models are now available to all Azure OpenAI Service customers.  Availability varies by region.  If you don't see GPT-4 in your region, please check back later.
 
@@ -98,11 +98,11 @@ See [model versions](../concepts/model-versions.md) to learn about how Azure Ope
 > [!NOTE]
 > Regions where GPT-4 (0314) & (0613) are listed as available have access to both the 8K and 32K versions of the model
 
-### GPT-4 model availability
+### GPT-4 and GPT-4 Turbo Preview model availability
 
 | Model Availability | gpt-4 (0314) | gpt-4 (0613) | gpt-4 (1106-preview) |
 |---|:---|:---|:---|
-| Available to all subscriptions with Azure OpenAI access | | Australia East <br> Canada East <br> France Central <br> Sweden Central <br> Switzerland North | Australia East <br> Canada East <br> East US 2 <br> France Central <br> Norway East <br> South India <br> Sweden Central <br> UK South <br> West US |
+| Available to all subscriptions with Azure OpenAI access | | Australia East <br> Canada East <br> France Central <br> Sweden Central <br> Switzerland North | Australia East <br> Canada East <br> East US 2 <br> France Central <br> Sweden Central <br> UK South |
 | Available to subscriptions with current access to the model version in the region | East US <br> France Central <br> South Central US <br> UK South | East US <br> East US 2 <br> Japan East <br> UK South |
 
 ### GPT-3.5 models
@@ -124,7 +124,7 @@ See [model versions](../concepts/model-versions.md) to learn about how Azure Ope
 | `gpt-35-turbo` (0613) | Australia East <br> Canada East <br> East US <br> East US 2 <br> France Central <br> Japan East <br> North Central US <br> Sweden Central <br> Switzerland North <br> UK South | 4096 | Sep 2021 |
 | `gpt-35-turbo-16k` (0613) | Australia East <br> Canada East <br> East US <br> East US 2 <br> France Central <br> Japan East <br> North Central US <br> Sweden Central <br> Switzerland North<br> UK South | 16,384 | Sep 2021 |
 | `gpt-35-turbo-instruct` (0914) | East US <br> Sweden Central | 4097 |Sep 2021 |
-| `gpt-35-turbo` (1106) | Australia East <br> Canada East <br> France Central <br> South India <br> Sweden Central<br> UK South<br> West US  | Input: 16,385<br> Output: 4,096 |  Sep 2021|
+| `gpt-35-turbo` (1106) | Australia East <br> Canada East <br> France Central <br> Sweden Central<br> UK South | Input: 16,385<br> Output: 4,096 |  Sep 2021|
 
 **<sup>1</sup>** This model will accept requests > 4096 tokens. It is not recommended to exceed the 4096 input token limit as the newer version of the model are capped at 4096 tokens. If you encounter issues when exceeding 4096 input tokens with this model this configuration is not officially supported.
 

articles/ai-services/openai/whats-new.md

@@ -18,11 +18,11 @@ keywords:
 
 ## November 2023
 
-### GPT-4-1106-preview & GPT-3.5-Turbo-1106 released
+### GPT-4 Turbo Preview & GPT-3.5-Turbo-1106 released
 
 Both models are the latest release from OpenAI with improved instruction following, [JSON mode](./how-to/json-mode.md), [reproducible output](./how-to/reproducible-output.md), and parallel function calling.
 
-- **GPT-4-1106-preview (also known as GPT-4 Turbo)** has a max context window of 128,000 tokens and can generate 4,096 output tokens. It has the latest training data with knowledge up to April 2023. This model is in preview and is not recommended for production use. All deployments of this preview model will be automatically updated in place once the stable release becomes available.
+- **GPT-4 Turbo Preview** has a max context window of 128,000 tokens and can generate 4,096 output tokens. It has the latest training data with knowledge up to April 2023. This model is in preview and is not recommended for production use. All deployments of this preview model will be automatically updated in place once the stable release becomes available.
 
 - **GPT-3.5-Turbo-1106** has a max context window of 16,385 tokens and can generate 4,096 output tokens.