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Dive into the fundamentals of model optimization with Microsoft Foundry. In this session, we break down what finetuning is, explore the scenarios of why and when you should use it, and discuss the various fine-tuning options available in Foundry. We wrap up by walking through a simple tone fine-tuning demo directly in Foundry, alongside a comprehensive showcase of checkpoints, logs, and essential evaluation metrics to check you finetuning job performance.
00:03 Welcome and scenario
01:23 What is fine-tuning and when to use it
01:57 Fine-Tuning options in Microsoft Foundry
02:15 Demo: Supervised finetuning
05:23 Showcase: Checkpoints, logs, and metrics
Microsoft Foundry – https://aka.ms/foundry-ft
Foundry Finetuning Demos on GitHub – https://aka.ms/ft-demos
Bethany Jepchumba, Twitter/X – https://twitter.com/bethanyjep
Bethany Jepchumba, LinkedIn – https://www.linkedin.com/in/bethany-jep/
Bethany Jepchumba, GitHub – https://github.com/bethanyjep Read More Microsoft Developer
