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elixir-nx/bumblebee

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Pre-trained Neural Network models in Axon (+ 🤗 Models integration)

12 mentions on Hacker News by 9 people: 1 story, 11 comments · first 2022-12-16 · latest 2025-08-06

Mentions per year 12 mentions · busiest year 2023 (4)
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  1. It's not possible so far via Bumblebee, unfortunately[1]. [1] https://github.com/elixir-nx/bumblebee/issues/209
    comment by dorian-graph · 2025-08-06 · in Show HN: Kitten TTS – 25MB CPU-Only, Open-Source TTS Model
  2. …(thanks to the transformers library). There exists an equivalent to transformers for Elixir ( https://github.com/elixir-nx/bumblebee ), but it doesn’t support the top 10 trending models on HuggingFace, which is a problem if you want to use…
    comment by hannesfur · 2025-07-24 · in Why Elixir? Common misconceptions
  3. …for Elixir - https://github.com/elixir-nx/scholar Traditional machine learning on top of Nx - https://github.com/elixir-nx/bumblebee Pre-trained Neural Network models in Axon (+ Models integration) - https://github.com/elixir-explorer/explo…
    comment by thibaut_barrere · 2024-08-27 · in Ruby in Jupyter Notebook
  4. Despite some limitations, you will probably find Bumblebee ( https://github.com/elixir-nx/bumblebee ) interesting. "Bumblebee provides pre-trained Neural Network models on top of Axon. It includes integration with HuggingFace Models,…
    comment by thibaut_barrere · 2024-04-18 · in Implementing Natural Conversational Agents with Elixir
  5. …Runtime and has support for many of the models you might want through Bumblebee and Hugging Face https://github.com/elixir-nx/bumblebee
    comment by ac_alejos · 2024-04-18 · in Implementing Natural Conversational Agents with Elixir
  6. …process) running any model published to hugging face in a couple of lines of code is amazing. [0] https://github.com/elixir-nx/bumblebee/blob/main/examples/ph... [1] https://gist.github.com/toranb/8be408eaa97d5a5b795aec7d7fbee...
    comment by isodev · 2024-02-05 · in Running Open-Source AI Models Locally with Ruby
  7. …tasks such as Image-To-Text generation using Bumblebee[1], etc. It is collaborative as well. [1] https://github.com/elixir-nx/bumblebee
    comment by aayushmau5 · 2023-08-07 · in Elixir Livebook is a secret weapon for documentation
  8. Elixir is an increasingly interesting platform for ML (see Nx, Axon, and more recently BumbleBee https://github.com/elixir-nx/bumblebee ). I'm pretty happy to see this book released in beta.
    comment by thibaut_barrere · 2023-07-19 · in “Machine Learning in Elixir” (Beta Book)
  9. …of the box * Axon ( https://github.com/elixir-nx/axon ): Nx-powered neural networks * Bumblebee ( https://github.com/elixir-nx/bumblebee ): Equivalent to HuggingFace Transformers. We have implemented several models and that's what powers…
    comment by josevalim · 2023-04-14 · in Data wrangling in Elixir with Explorer, the power of Rust, the elegance of R
  10. …I believe Lars is going to do a cool demo with Membrane and ML at ElixirConf EU next week. [0]: https://github.com/elixir-nx/bumblebee/blob/main/examples/ph... [1]: https://membrane.stream/
    comment by josevalim · 2023-04-11 · in Distributed Machine Learning Notebooks with Elixir and Livebook
  11. Anyone know how I could try and use this with Elixir livebook with https://github.com/elixir-nx/bumblebee I'm new but this is something that would get me going.
    comment by thedangler · 2022-12-16 · in Riffusion – Stable Diffusion fine-tuned to generate music