130: Bumblebee Buzz with José Valim

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 [email protected] 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 [email protected] – 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 - @[email protected] Email the show - [email protected] Mark Ericksen - @brainlid Mark Ericksen on Mastadon - @[email protected] David Bernheisel - @bernheisel David Bernheisel on Mastadon - @[email protected] Cade Ward - @cadebward Cade Ward on Mastadon - @[email protected] Sponsored By:Fly.io: Fly.io is a great place to deploy your next Phoenix application! Check them out!