Lab 5: Experiment Management (Full Stack Deep Learning - Spring 2021)
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We're teaching an in-person LLM bootcamp in the SF Bay Area on November 14, 2023. Come join us if you want to see the most up-to-date materials building LLM-powered products and learn in a hands-on environment.
https://www.scale.bythebay.io/llm-wor...
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--------------------------------------------------------------------------------------------- In this lab, we'll use Weights and Biases to manage experiments for our handwriting recognition model.
00:00 - Introduction
00:56 - IAMLines Dataset
05:29 - Make EMNISTLines more like IAMLines
09:57 - Set up Weights and Biases
13:42 - Run experiments on Weights and Biases
22:58 - Configure W&B sweeps to search for hyper-parameters