Distributed² Machine Learning notebooks with Elixir and Livebook - Livebook Launch Week 1 - Day 2

Описание: In this Day 2 video of Livebook Launch Week, we discuss how to achieve distributed² Machine Learning using Elixir, Nx, and Livebook. By "distributed²," we mean executing machine learning tasks across multiple GPUs and multiple servers.

We also showcase some new Machine Learning models added in Livebook 0.9, such as Whisper, which enables speech-to-text transcription.

Join us to discover the potential of combining Elixir, Nx, and Livebook for powerful and efficient distributed² Machine Learning.

Blog post: https://news.livebook.dev/distributed...

Links we talked about during the video:

Embed and broadcast Whisper speech-to-text in your Phoenix app in 15 minutes (https://www.phoenixframework.org/blog...)
Add distributed² serving pull request (https://github.com/elixir-nx/nx/pull/...)

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Install Livebook for free: https://livebook.dev/#install

See all Launch Week 1 announcements: https://news.livebook.dev/label/45764

00:00 Intro
00:16 New tasks inside Neural Network Smart cell
01:08 Question answering Machine Learning model
01:24 Conversation Machine Learning model
02:05 Speech-to-text Machine Learning model (Whisper)
03:52 Concurrent Machine Learning models with Nx
07:24 Distributed Machine Learning models with Nx