July 04, 2021 · 📺 DagsHub
In this episode, I'm speaking with Julien Chaumond from 🤗 HuggingFace, about how they got started, getting large language models to production in millisecond inference times, and the CERN for machine learning.
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Timestamps:
00:00 Podcast intro
01:00 Guest intro
02:14 Origin of HuggingFace
05:37 Why the focus on NLP?
07:45 The success of the HuggingFace community
13:14 Reproducing models and scaling for the community
18:14 Enabling large models in production
23:14 How HuggingFace scales so many models
27:34 The biggest challenge HuggingFace solved i…
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