Bumblebee: GPT2, Stable Diffusion, and More in Elixir

📰 Hacker News · clessg

Learn how to run Machine Learning models like GPT2 and Stable Diffusion in Elixir using the Bumblebee project and Livebook integration

intermediate Published 8 Dec 2022

Action Steps

Install the Bumblebee project using GitHub
Download training parameters for models from Hugging Face
Integrate Bumblebee with Livebook for easy model running
Run Machine Learning models like GPT2 and Stable Diffusion in Elixir
Embed and run models within existing Elixir projects

Who Needs to Know This

Data scientists and Elixir developers can benefit from this integration to build and deploy ML models in their projects

Key Insight

💡 Bumblebee provides a simple way to run Machine Learning models in Elixir, making it easier to build and deploy AI-powered applications

Key Takeaways

Learn how to run Machine Learning models like GPT2 and Stable Diffusion in Elixir using the Bumblebee project and Livebook integration

Full Article

Title: Announcing Bumblebee: GPT2, Stable Diffusion, and more in Elixir - Livebook.dev - The Livebook Blog

URL Source: https://news.livebook.dev/announcing-bumblebee-gpt2-stable-diffusion-and-more-in-elixir-3Op73O

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announcements 3 years ago

# [Announcing Bumblebee: GPT2, Stable Diffusion, and more in Elixir](https://news.livebook.dev/announcing-bumblebee-gpt2-stable-diffusion-and-more-in-elixir-3Op73O)

We are glad to announce a variety of Neural Networks models are now available to the Elixir community via[the Bumblebee project](https://github.com/elixir-nx/bumblebee).

We have implemented several models, from GPT2 to Stable Diffusion, in pure Elixir, and you can download training parameters for said models directly from[Hugging Face](https://huggingface.co/).

To run your first Machine Learning model in Elixir, all you need is three clicks, thanks to[our integration between Livebook and Bumblebee](https://github.com/livebook-dev/kino_bumblebee). You can also easily embed and run said models within existing Elixir projects.

Watch the video by José Valim covering all of these topics and features:

## [](https://hackmd.io/bLlg58ouRgS4ARur_VMQ7g?view#Running-Machine-Learning-models-with-Livebook)

## [](https://hackmd.io/bLlg58ouRgS4ARur_VMQ7g?view#Running-Machine-Learning-models-with-Livebook)Running Machine Learning models with Livebook

Here are some examples of what it looks like to use [Livebook to run Machine Learning models](https://github.com/livebook-dev/kino_bumblebee):

### [](https://hackmd.io/bLlg58ouRgS4ARur_VMQ7g?view#Text-to-image)

### [](https://hackmd.io/bLlg58ouRgS4ARur_VMQ7g?view#Text-to-image)Text to image

![Image 3](https://img.announcekit.app/4f31bcb99f5122396cc87568b57b4a4b?w=1852&s=7e33eb23135cb4bff00e8aa2aead9249)

### [](https://hackmd.io/bLlg58ouRgS4ARur_VMQ7g?view#Image-classification)Image classification

![Image 4](https://img.announcekit.app/821589e5d630d01e90534c134b00e9ac?w=1

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Bumblebee: GPT2, Stable Diffusion, and More in Elixir

Key Takeaways

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