Merge pull request #230534 from ChrisHMSFT/chrhoder/quotaincrease2

[Azure OpenAI] updated quota for FT

Author: prmerger-automator[bot]

articles/cognitive-services/openai/quotas-limits.md

@@ -32,8 +32,8 @@ The following sections provide you with a quick guide to the quotas and limits t
 | Max training jobs queued | 20 | 
 | Max Files per resource | 50 |
 | Total size of all files per resource | 1 GB | 
-| Max training job time (job will fail if exceeded) | 120 hours |
-| Max training job size (tokens in training file) x (# of epochs) | **Ada**: 40-M tokens <br> **Babbage**: 40-M tokens <br> **Curie**: 40-M tokens <br> **Cushman**: 40-M tokens <br> **Davinci**: 10-M |
+| Max training job time (job will fail if exceeded) | 720 hours |
+| Max training job size (tokens in training file) x (# of epochs) | 2 Billion |
 
 *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>
 

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

@@ -19,6 +19,7 @@ keywords:
 
 - **ChatGPT (gpt-35-turbo) public preview**. To learn more checkout the new [quickstart](./quickstart.md), and [how-to articles](./how-to/chatgpt.md).
 
+- Increased training limits for fine-tuning: The max training job size (tokens in training file) x (# of epochs) is 2 Billion tokens for all models. We have also increased the max training job from 120 to 720 hours. 
 - Adding additional use cases to your existing access.  Previously, the process for adding new use cases required customers to reapply to the service. Now, we're releasing a new process that allows you to quickly add new use cases to your use of the service. This process follows the established Limited Access process within Azure Cognitive Services. [Existing customers can attest to any and all new use cases here](https://customervoice.microsoft.com/Pages/ResponsePage.aspx?id=v4j5cvGGr0GRqy180BHbR7en2Ais5pxKtso_Pz4b1_xUM003VEJPRjRSOTZBRVZBV1E5N1lWMk1XUyQlQCN0PWcu). Please note that this is required anytime you would like to use the service for a new use case you did not originally apply for.
 
 ## February 2023