Podknife - Will Falcon — Making Lightning the Apple of ML by Gradient Dissent

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Will Falcon — Making Lightning the Apple of ML

Podcast |: Gradient Dissent
Publisher |: Lukas Biewald
Media Type |: audio
Podknife tags |: Artificial Intelligence,; Interview,; Machine Learning,; Technology
Categories Via RSS |: Technology
Publication Date |: Sep 15, 2022
Episode Duration |: 00:45:21

Will Falcon is the CEO and co-founder of Lightning AI, a platform that enables users to quickly build and publish ML models.

In this episode, Will explains how Lightning addresses the challenges of a fragmented AI ecosystem and reveals which framework PyTorch Lightning was originally built upon (hint: not PyTorch!) He also shares lessons he took from his experience serving in the military and offers a recommendation to veterans who want to work in tech.

Show notes (transcript and links): http://wandb.me/gd-will-falcon

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⏳ Timestamps:

00:00 Intro

01:00 From SEAL training to FAIR

04:17 Stress-testing Lightning

07:55 Choosing PyTorch over TensorFlow and other frameworks

13:16 Components of the Lightning platform

17:01 Launching Lightning from Facebook

19:09 Similarities between leadership and research

22:08 Lessons from the military

26:56 Scaling PyTorch Lightning to Lightning AI