Week 4

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Lesson 2

Interfaces for error analysis

Isaac's tutorial on building a custom interface for error analysis: https://www.youtube.com/watch?v=fA4pe9bE0LY&feature=youtu.be
Jacob from Nurtureboss demo-ing the custom interface they built for error analysis: https://www.youtube.com/watch?v=e2i6JbU2R-s
Shreya & Hamel building another custom interface for error analysis: https://www.youtube.com/watch?v=qH1dZ8JLLdU

DocWrangler

Vishal on creating their first pipeline in DocWrangler: https://www.youtube.com/watch?v=wtw9a2VlMTI
Paper reading group on DocETL + DocWrangler: https://www.youtube.com/watch?v=-dx68GdHGTY

Cost optimization

NVIDIA overview on recent inference optimization techniques (only applicable if you are serving your own models): https://developer.nvidia.com/blog/mastering-llm-techniques-inference-optimization/

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