update

Author: mrbullwinkle

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

@@ -28,7 +28,7 @@ We use LoRA, or low rank approximation, to fine-tune models in a way that reduce
 
 ::: zone pivot="programming-language-studio"
 
-[!INCLUDE [Studio fine-tuning](../includes/fine-tuning-studio.md)]
+[!INCLUDE [Azure OpenAI Studio fine-tuning](../includes/fine-tuning-studio.md)]
 
 ::: zone-end
 

articles/ai-services/openai/includes/fine-tuning-openai-in-ai-studio.md

@@ -17,8 +17,8 @@
 
 - An Azure subscription - <a href="https://azure.microsoft.com/free/cognitive-services" target="_blank">Create one for free</a>.
 - Access granted to Azure OpenAI in the desired Azure subscription.
-- An [Azure AI hub resource](../how-to/create-azure-ai-resource.md).
-- An [Azure AI project](../how-to/create-projects.md) in Azure AI Studio.
+- An [Azure AI hub resource](../../../ai-studio/how-to/create-azure-ai-resource.md).
+- An [Azure AI project](../../../ai-studio/how-to/create-projects.md) in Azure AI Studio.
 - Fine-tuning access requires **Cognitive Services OpenAI Contributor** role on the Azure OpenAI resource.
 - If you don't already have access to view quota and deploy models in Azure AI Studio you need [more permissions](../how-to/role-based-access-control.md).