👀 All of the Fully Connected San Francisco 2024 videos are available at wandb.me/fcsf24yt
About Shawn Lewis' Session On Tools for building AI applications
Hear from Shawn Lewis on the new Weights & Biases products and features for foundation model builders, enterprises building and fine-tuning their models, and software developers developing generative AI applications.
Learn more about Weave: wandb.ai/site/weave
Connect with Shawn on X: / shawnup
Chapters:
00:00 - Introduction to AI Development and Importance of LLMs
00:33 - Enhancing LLM Technology with Weights & Biases Tools
01:08 - Real-World Challenges and Solutions for LLMs in Production
02:14 - Experimentation: The Key to Effective AI Applications
06:05 - Introduction of Weave: Tracking and Debugging for LLMs
08:23 - Building and Improving AI Applications with Weave
10:54 - Demo: Model Trace
13:57 - Demo: Single Evaluation Output
16:12 - Demo: Experimental Process
19:00 - Closing Remarks and Future Directions in Weave