update

Author: mrbullwinkle

articles/ai-services/openai/how-to/fine-tuning.md

@@ -7,10 +7,10 @@ manager: nitinme
 ms.service: azure-ai-openai
 ms.custom: build-2023, build-2023-dataai, devx-track-python
 ms.topic: how-to
-ms.date: 10/03/2024
+ms.date: 11/11/2024
 author: mrbullwinkle
 ms.author: mbullwin
-zone_pivot_groups: openai-fine-tuning-new
+zone_pivot_groups: openai-fine-tuning-newest
 ---
 
 # Customize a model with fine-tuning
@@ -31,13 +31,7 @@ We use LoRA, or low rank approximation, to fine-tune models in a way that reduce
 
 ::: zone pivot="programming-language-studio"
 
-[!INCLUDE [Azure OpenAI Studio fine-tuning](../includes/fine-tuning-studio.md)]
-
-::: zone-end
-
-::: zone pivot="programming-language-ai-studio"
-
-[!INCLUDE [AI Studio fine-tuning](../includes/fine-tuning-openai-in-ai-studio.md)]
+[!INCLUDE [Azure OpenAI Studio fine-tuning](../includes/fine-tuning-studio-unified.md)]
 
 ::: zone-end
 

articles/ai-services/openai/includes/fine-tuning-unified.md

@@ -0,0 +1,22 @@
+---
+title: 'Customize a model with Azure OpenAI Service and Azure AI Studio'
+titleSuffix: Azure OpenAI
+description: Learn how to create your own custom model with Azure OpenAI Service by using the Azure AI Studio.
+#services: cognitive-services
+manager: nitinme
+ms.service: azure-ai-openai
+ms.topic: include
+ms.date: 11/11/2024
+author: mrbullwinkle    
+ms.author: mbullwin
+---
+
+There are two unique fine-tuning experiences in Azure AI Studio. Both allow you to fine-tune Azure OpenAI models, but only the Hub/Project view supports fine-tuning non Azure OpenAI models. If you are only using the Azure OpenAI fine-tuning experience which is available anytime you select a resource in a region where fine-tuning is supported.
+
+# [Azure OpenAI](#tab/azure-openai)
+
+[!INCLUDE [Azure AI Studio resource view fine-tuning](../includes/fine-tuning-studio.md)]
+
+# [Hub/Project](#tab/hub)
+
+[!INCLUDE [Azure AI Studio Hub/Project fine-tuning](../includes/fine-tuning-studio-openai-in-ai-studio.md)]

zone-pivots/zone-pivot-groups.yml

@@ -808,6 +808,17 @@ groups:
   - id: rest-api
     title: REST
 # Owner: mbullwin
+- id: openai-fine-tuning-newest
+  title: Programming languages
+  prompt: Choose your preferred fine-tuning method
+  pivots:
+  - id: programming-language-studio
+    title: AI Studio
+  - id: programming-language-python
+    title: Python
+  - id: rest-api
+    title: REST
+# Owner: mbullwin
 - id: URL-test-interface
   title: URL Test tool
   prompt: Choose one of the following