How Hugging Face’s CSO Puts ML Research Into Production

Описание: In this episode of ScienceTalks, Snorkel AI’s Braden Hancock talks to Hugging Face’s Chief Science Officer, Thomas Wolf. Thomas shares his story about how he got into machine learning and discusses important design decisions behind the widely adopted Transformers library, as well as the challenges of bringing research projects into production.

ScienceTalks is an interview series from Snorkel AI, highlighting some of the best work and ideas to make AI practical.

00:00 - Sciencetalks Title
00:12 - Introduction
00:46 - Road to ML
03:36 - Re-producability
05:03 - Democratization of AI
08:21 - Huggingface Datasets Repo
13:28 - Tough Design Choices
18:06 - Where to follow Thomas

#machinelearning #airesearch #huggingface