Merge branch 'kcpitt_trial-updates' of https://github.com/kcpitt/learn-pr into kcpitt_trial-updates

Author: kcpitt

learn-pr/wwl-data-ai/optimize-generative-ai-model-performance/6-exercise.yml

@@ -6,9 +6,9 @@ metadata:
   description: Exercise - Optimize generative AI model performance using Microsoft Foundry.
   author: ivorb
   ms.author: berryivor
-  ms.date: 02/24/2026
+  ms.date: 03/20/2026
   ms.topic: unit
   ai-usage: ai-assisted
-durationInMinutes: 60
+durationInMinutes: 90
 content: |
   [!include[](includes/6-exercise.md)]

learn-pr/wwl-data-ai/optimize-generative-ai-model-performance/includes/6-exercise.md

@@ -1,12 +1,11 @@
-Now, it's your chance to explore how to optimize the performance of a language model using Microsoft Foundry.
+Now, it's your chance to explore how to optimize the performance by fine-tuning a language model in Microsoft Foundry.
 
 > [!NOTE]
 > To complete this lab, you need an [Azure subscription](https://azure.microsoft.com/pricing/purchase-options/azure-account?cid=msft_learn) in which you have administrative access.
 
 Launch the exercise and follow the instructions.
 
-[![Button to launch exercise.](../media/launch-exercise.png)](https://go.microsoft.com/fwlink/?linkid=2354219&azure-portal=true)
-
-An additional optional lab is available to complete, walking through how to fine-tune a model with your own data. Training can take some time, but if you'd like experience with fine tuning, follow the instructions below.
+> [!NOTE]
+> Fine-tuning can take a significant amount of time.
 
-[![Button to launch exercise.](../media/launch-exercise.png)](https://go.microsoft.com/fwlink/?linkid=2354220&azure-portal=true)
+[![Button to launch exercise.](../media/launch-exercise.png)](https://go.microsoft.com/fwlink/?linkid=2354220&azure-portal=true)