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Confidently iterate on GenAI applications with Weave | ODFP665

Microsoft Developer
588K subscribers
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3K views 10 months ago #MSBuild
Traditional software debugging doesn't fit non-deterministic LLMs, making experimentation crucial. Key steps include experimenting, tracking everything, inspecting examples, and measuring progress using defined metrics. Weights & Biases offers tools for these processes, including Weave, a toolkit for tracking and evaluating LLM applications. Weave simplifies tracking with minimal code and provides robust evaluation dashboards to compare experiments and track performance. 𝗦𝗲𝘀𝘀𝗶𝗼𝗻 𝗜𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻: This video is one of many sessions delivered for the Microsoft Build 2024 event. View the full session schedule and learn more about Microsoft Build at https://build.microsoft.com ODFP665 #MSBuild ...more
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Confidently iterate on GenAI applications with Weave | ODFP665
67Likes
3,019Views
May 312024
Traditional software debugging doesn't fit non-deterministic LLMs, making experimentation crucial. Key steps include experimenting, tracking everything, inspecting examples, and measuring progress using defined metrics. Weights & Biases offers tools for these processes, including Weave, a toolkit for tracking and evaluating LLM applications. Weave simplifies tracking with minimal code and provides robust evaluation dashboards to compare experiments and track performance. 𝗦𝗲𝘀𝘀𝗶𝗼𝗻 𝗜𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻: This video is one of many sessions delivered for the Microsoft Build 2024 event. View the full session schedule and learn more about Microsoft Build at https://build.microsoft.com ODFP665 #MSBuild

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Microsoft Developer

588K subscribers