130: Bumblebee Buzz with José Valim
Thinking Elixir Podcast
Bumblebee
Each one of these different neural network tasks are running on different types of models. One's about turning text into images, and then another one is about getting sentiment from the text. Bumblebee really has to know about all of them. The live book integration that we're talking about, where you go, you click this smart cell and you choose a task. Then there are several models and architectures under it.
The Elixir community is buzzing with excitement around Bumblebee! Bumblebee makes it easy to use a variety of pre-trained neural network models in Elixir. José Valim, Paulo Valente, and Jonatan Kłosko join us to talk about this latest advancement. We learn how Bumblebee works, the abilities that are supported today, where things are going next and the longer term visions of what's possible. We cover the new Livebook smart cells that create an easy playground for playing with Bumblebee, a single-file Phoenix example that does image classification, and much more!
Show Notes online - http://podcast.thinkingelixir.com/130
Elixir Community News
- https://news.livebook.dev/announcing-bumblebee-gpt2-stable-diffusion-and-more-in-elixir-3Op73O – José Valim made the Bumblebee reveal
- https://github.com/elixir-nx/bumblebee/tree/main/examples/phoenix – Phoenix examples using Bumblebee
- https://spawnfest.org/2022.html – SpawnFest 2022 winners announced
- https://github.com/spawnfest/json_native – 1st place overall - jason_native
- https://github.com/spawnfest/secret_vault – Tie for 2nd place - secret_vault
- https://github.com/spawnfest/the-arborists – Tied for 2nd place - the-arborists
- https://github.com/spawnfest/dtu – 3rd place overall - dtu (“Data The Ultimate”)
- https://podcast.thinkingelixir.com/127 – Lively project episode won in Livebook category
- https://twitter.com/sorentwo/status/1600167231828086785 – Github's Dependabot Elixir support explained
- https://fosstodon.org/@tylerayoung/109467615067473743 – Post from Tyler Young about Dependabot
- https://twitter.com/ElixirMembrane/status/1599751442180382721 – The Membrane GitHub org is changing to Jellyfish
- https://podcast.thinkingelixir.com/43 – Previous interview about Membrane
- https://github.com/benvp/ex_cva – Class Variance Authority library
- https://elixirforum.com/t/cva-easily-construct-component-variants/52043 – CVA variant usage explained
- https://github.com/joe-bell/cva – Original implementation in JS
Do you have some Elixir news to share? Tell us at @ThinkingElixir or email at show@thinkingelixir.com
Discussion Resources
- https://twitter.com/josevalim/status/1600955042621976576 – Bumblebee announcement
- https://news.livebook.dev/announcing-bumblebee-gpt2-stable-diffusion-and-more-in-elixir-3Op73O – Livebook announcement with embedded Youtube video
- https://www.youtube.com/watch?v=g3oyh3g1AtQ – YouTube show-and-tell video from Jose
- https://twitter.com/josevalim/status/1601228739819450368 – Guest article on HuggingFace about Elixir and ML
- https://huggingface.co/blog/elixir-bumblebee
- https://github.com/elixir-nx/bumblebee/tree/main/examples/phoenix – Examples of embedding a Phoenix app in a single file from Chris McCord
- https://github.com/livebook-dev/kino_bumblebee – Livebook smart cell
- https://podcast.thinkingelixir.com/109 – Paulo episode
- https://podcast.thinkingelixir.com/46 – Jonatan episode
- https://huggingface.co
- https://github.com/elixir-nx/scholar
- https://podcast.thinkingelixir.com/104 – Exploring Our Data with Chris Grainger
- https://podcast.thinkingelixir.com/95 – Rustler Precompiled with Philip Sampaio
- https://en.wikipedia.org/wiki/Federated_learning
- https://prise.com/
- https://www.amplified.ai/
- https://github.com/polvalente/nx-signal
- https://erlef.org/slack-invite/erlef
Guest Information
- https://genserver.social/josevalim – José Valim on Mastadon
- https://twitter.com/josevalim – José Valim on Twitter
- https://github.com/josevalim – José Valim on Github
- https://dashbit.co/ – Dashbit website and blog
- https://github.com/jonatanklosko/ – Jonatan Kłosko on Github
- https://jonatanklosko.com/ – Blog
- jonatanklosko@gmail.com – Jonatan's email
- https://twitter.com/polvalente – Paulo Valente on Twitter
- https://github.com/polvalente/ – Paulo Valente on Github
Find us online
- Message the show - @ThinkingElixir
- Message the show on Mastadon - @ThinkingElixir@genserver.social
- Email the show - show@thinkingelixir.com
- Mark Ericksen - @brainlid
- Mark Ericksen on Mastadon - @brainlid@genserver.social
- David Bernheisel - @bernheisel
- David Bernheisel on Mastadon - @dbern@genserver.social
- Cade Ward - @cadebward
- Cade Ward on Mastadon - @cadebward@genserver.social
Sponsored By:
The AI-powered Podcast Player
