updates

mrbullwinkle · mrbullwinkle · commit a301047637f1 · 2023-03-09T15:11:02.000-05:00
diff --git a/articles/cognitive-services/openai/concepts/models.md b/articles/cognitive-services/openai/concepts/models.md
@@ -4,7 +4,7 @@ titleSuffix: Azure OpenAI
 description: Learn about the different model capabilities that are available with Azure OpenAI. 
 ms.service: cognitive-services
 ms.topic: conceptual 
-ms.date: 03/01/2023
+ms.date: 03/09/2023
 ms.custom: event-tier1-build-2022, references_regions
 manager: nitinme
 author: ChrisHMSFT
@@ -162,7 +162,7 @@ When using our embeddings models, keep in mind their limitations and risks.
 
 ### GPT-3 Models
 |  Model ID  | Supports Completions | Supports Embeddings |  Base model Regions   | Fine-Tuning Regions | Max Request (tokens) | Training Data (up to)  |
-|  --- | --- | --- | --- | --- |
+|  --- | --- | --- | --- | --- | --- | -- | 
 | ada | 	Yes	| No	|	N/A	| East US<sup>2</sup>, South Central US, West Europe | 2,049 | Oct 2019|
 | text-ada-001 | Yes | No | East US<sup>2</sup>, South Central US, West Europe | N/A | 2,049 | Oct 2019|
 | babbage | Yes | No | N/A | East US<sup>2</sup>, South Central US, West Europe | 2,049 | Oct 2019 |
@@ -172,7 +172,7 @@ When using our embeddings models, keep in mind their limitations and risks.
 | davinci<sup>1</sup> | Yes | No | N/A | East US<sup>2</sup>, South Central US, West Europe | 2,049 | Oct 2019|
 | text-davinci-001 | Yes | No | South Central US, West Europe | N/A |  |  |
 | text-davinci-002 | Yes | No | East US, South Central US, West Europe | N/A | 4,097 | Jun 2021 |
-| text-davinci-003 | Yes | No | East US | N/A | 4,097 tokens | Jun 2021 | 4,097 | Jun 2021 |
+| text-davinci-003 | Yes | No | East US | N/A | 4,097 | Jun 2021 | 4,097 | Jun 2021 |
 | text-davinci-fine-tune-002<sup>1</sup> | Yes | No | N/A | East US, West Europe |  |  |
 | gpt-35-turbo<sup>3</sup> (ChatGPT) | Yes | No | N/A | East US, South Central US | 4,096 | Sep 2021
 
@@ -182,7 +182,7 @@ When using our embeddings models, keep in mind their limitations and risks.
 
 ### Codex Models
 |  Model ID  | Supports Completions | Supports Embeddings |  Base model Regions   | Fine-Tuning Regions | Max Request (tokens) | Training Data (up to)  |
-|  --- | --- | --- | --- | --- |
+|  --- | --- | --- | --- | --- | --- | --- |
 | code-cushman-001<sup>1</sup> | Yes | No | South Central US, West Europe | East US<sup>2</sup> , South Central US, West Europe | 2,048 | |
 | code-davinci-002 | Yes | No | East US,  West Europe |  N/A | 8,001 | Jun 2021 |
 | code-davinci-fine-tune-002<sup>1</sup> | Yes | No | N/A | East US<sup>2</sup> , West Europe | | |
@@ -192,25 +192,25 @@ When using our embeddings models, keep in mind their limitations and risks.
 
 ### Embeddings Models
 |  Model ID  | Supports Completions | Supports Embeddings |  Base model Regions   | Fine-Tuning Regions | Max Request (tokens) | Training Data (up to)  |
-|  --- | --- | --- | --- | --- |
-| text-ada-embeddings-002 | No | Yes | East US, South Central US, West Europe | N/A | 8191 | Sep 2021 |
-| text-similarity-ada-001 | No | Yes | East US, South Central US, West Europe | N/A | 2046 | Aug 2020 |
-| text-similarity-babbage-001 | No | Yes | South Central US, West Europe | N/A | 2046 | Aug 2020 |
+|  --- | --- | --- | --- | --- | --- | --- |
+| text-ada-embeddings-002 | No | Yes | East US, South Central US, West Europe | N/A | 8,191 | Sep 2021 |
+| text-similarity-ada-001 | No | Yes | East US, South Central US, West Europe | N/A | 2,046 | Aug 2020 |
+| text-similarity-babbage-001 | No | Yes | South Central US, West Europe | N/A | 2,046 | Aug 2020 |
 | text-similarity-curie-001 | No | Yes | East US, South Central US, West Europe | N/A |  2046 | Aug 2020 |
-| text-similarity-davinci-001 | No | Yes | South Central US, West Europe | N/A | 2046 | Aug 2020 |
-| text-search-ada-doc-001 | No | Yes | South Central US, West Europe | N/A | 2046 | Aug 2020 |
-| text-search-ada-query-001 | No | Yes | South Central US, West Europe | N/A | 2046 | Aug 2020 |
-| text-search-babbage-doc-001 | No | Yes | South Central US, West Europe | N/A | 2046 | Aug 2020 |
-| text-search-babbage-query-001 | No | Yes | South Central US, West Europe | N/A | 2046 | Aug 2020 |
-| text-search-curie-doc-001 | No | Yes | South Central US, West Europe | N/A | 2046 | Aug 2020 |
-| text-search-curie-query-001 | No | Yes | South Central US, West Europe | N/A | 2046 | Aug 2020 |
-| text-search-davinci-doc-001 | No | Yes | South Central US, West Europe | N/A | 2046 | Aug 2020 |
-| text-search-davinci-query-001 | No | Yes | South Central US, West Europe | N/A | 2046 | Aug 2020 |
-| code-search-ada-code-001 | No | Yes | South Central US, West Europe | N/A | 2046 | Aug 2020 |
-| code-search-ada-text-001 | No | Yes | South Central US, West Europe | N/A | 2046 | Aug 2020 |
-| code-search-babbage-code-001 | No | Yes | South Central US, West Europe | N/A | 2046 | Aug 2020 |
-| code-search-babbage-text-001 | No | Yes | South Central US, West Europe | N/A | 2046 | Aug 2020 |
- 	
+| text-similarity-davinci-001 | No | Yes | South Central US, West Europe | N/A | 2,046 | Aug 2020 |
+| text-search-ada-doc-001 | No | Yes | South Central US, West Europe | N/A | 2,046 | Aug 2020 |
+| text-search-ada-query-001 | No | Yes | South Central US, West Europe | N/A | 2,046 | Aug 2020 |
+| text-search-babbage-doc-001 | No | Yes | South Central US, West Europe | N/A | 2,046 | Aug 2020 |
+| text-search-babbage-query-001 | No | Yes | South Central US, West Europe | N/A | 2,046 | Aug 2020 |
+| text-search-curie-doc-001 | No | Yes | South Central US, West Europe | N/A | 2,046 | Aug 2020 |
+| text-search-curie-query-001 | No | Yes | South Central US, West Europe | N/A | 2,046 | Aug 2020 |
+| text-search-davinci-doc-001 | No | Yes | South Central US, West Europe | N/A | 2,046 | Aug 2020 |
+| text-search-davinci-query-001 | No | Yes | South Central US, West Europe | N/A | 2,046 | Aug 2020 |
+| code-search-ada-code-001 | No | Yes | South Central US, West Europe | N/A | 2,046 | Aug 2020 |
+| code-search-ada-text-001 | No | Yes | South Central US, West Europe | N/A | 2,046 | Aug 2020 |
+| code-search-babbage-code-001 | No | Yes | South Central US, West Europe | N/A | 2,046 | Aug 2020 |
+| code-search-babbage-text-001 | No | Yes | South Central US, West Europe | N/A | 2,046 | Aug 2020 |
+
 ## Next steps
 
 [Learn more about Azure OpenAI](../overview.md)
diff --git a/articles/cognitive-services/openai/how-to/chatgpt.md b/articles/cognitive-services/openai/how-to/chatgpt.md
@@ -294,3 +294,4 @@ assert tokens == [100264, 882, 198, 9906, 100265, 100264, 78191]
 
 * [Learn more about Azure OpenAI](../overview.md).
 * Get started with the ChatGPT model with [the ChatGPT quickstart](../chatgpt-quickstart.md).
+* For more examples check out the [Azure OpenAI Samples GitHub repository](https://github.com/Azure/openai-samples)
diff --git a/articles/cognitive-services/openai/includes/chatgpt-python.md b/articles/cognitive-services/openai/includes/chatgpt-python.md
@@ -140,4 +140,5 @@ If you want to clean up and remove an OpenAI resource, you can delete the resour
 
 ## Next steps
 
-Learn more about how to work with ChatGPT and the new `gpt-35-turbo` model with the [ChatGPT how-to guide](../how-to/chatgpt.md).
+* Learn more about how to work with ChatGPT and the new `gpt-35-turbo` model with the [ChatGPT how-to guide](../how-to/chatgpt.md).
+* For more examples check out the [Azure OpenAI Samples GitHub repository](https://github.com/Azure/openai-samples)
diff --git a/articles/cognitive-services/openai/includes/chatgpt-rest.md b/articles/cognitive-services/openai/includes/chatgpt-rest.md
@@ -122,4 +122,5 @@ If you want to clean up and remove an OpenAI resource, you can delete the resour
 
 ## Next steps
 
-Learn more about how to work with ChatGPT and the new `gpt-35-turbo` model in the [how-to guide on ChatGPT](../how-to/chatgpt.md).
+* Learn more about how to work with ChatGPT and the new `gpt-35-turbo` model in the [how-to guide on ChatGPT](../how-to/chatgpt.md).
+* For more examples check out the [Azure OpenAI Samples GitHub repository](https://github.com/Azure/openai-samples)
diff --git a/articles/cognitive-services/openai/includes/chatgpt-studio.md b/articles/cognitive-services/openai/includes/chatgpt-studio.md
@@ -117,4 +117,5 @@ Once you're done testing out the ChatGPT playground, if you want to clean up and
 
 ## Next steps
 
-Learn more about how to work with ChatGPT and the new `gpt-35-turbo` model with the [ChatGPT how-to guide](../how-to/chatgpt.md).
+* Learn more about how to work with ChatGPT and the new `gpt-35-turbo` model with the [ChatGPT how-to guide](../how-to/chatgpt.md).
+* For more examples check out the [Azure OpenAI Samples GitHub repository](https://github.com/Azure/openai-samples)
diff --git a/articles/cognitive-services/openai/quotas-limits.md b/articles/cognitive-services/openai/quotas-limits.md
@@ -37,6 +37,8 @@ The following sections provide you with a quick guide to the quotas and limits t
 
 *The limits are subject to change. We anticipate that you will need higher limits as you move toward production and your solution scales. When you know your solution requirements, please reach out to us by applying for a quota increase here: <https://aka.ms/oai/quotaincrease>
 
+For information on max tokens for different models consult the [models article](./concepts/models.md#model-summary-table-and-region-availability)
+
 ### General best practices to mitigate throttling during autoscaling
 
 To minimize issues related to throttling, it's a good idea to use the following techniques:
diff --git a/articles/cognitive-services/openai/toc.yml b/articles/cognitive-services/openai/toc.yml
@@ -86,6 +86,8 @@ items:
       href: ../cognitive-services-support-options.md?context=/azure/cognitive-services/openai/context/context
     - name: Intro to Azure OpenAI training
       href: /training/modules/explore-azure-openai/
+    - name: Azure OpenAI Samples
+      href: https://github.com/Azure/openai-samples
     - name: Region support
       href: https://azure.microsoft.com/global-infrastructure/services/?products=cognitive-services
     - name: Terms of use

Original file line number	Diff line number	Diff line change
`@@ -294,3 +294,4 @@ assert tokens == [100264, 882, 198, 9906, 100265, 100264, 78191]`
`294`	`294`
`295`	`295`	`* [Learn more about Azure OpenAI](../overview.md).`
`296`	`296`	`* Get started with the ChatGPT model with [the ChatGPT quickstart](../chatgpt-quickstart.md).`
	`297`	`+* For more examples check out the [Azure OpenAI Samples GitHub repository](https://github.com/Azure/openai-samples)`