Elixir Nx Projects

axon

15 1,446 7.5 Elixir

Nx-powered Neural Networks

Project mention: Would like some guidance on my learning for fine-tuned model applications (AI related) using Nx / Elixir | /r/elixir | 2023-06-30

My recommendation is to start with fast.ai to understand the machine learning part. Then, for the elixir bit, look at some of the notebooks in the Axon (elixir's NN library) github. I wrote a couple notebooks explaining how to train a basic NN using Axon. Here's one

bumblebee

10 1,196 9.1 Elixir

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

Project mention: Implementing Natural Conversational Agents with Elixir | news.ycombinator.com | 2024-04-18

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, allowing anyone to download and perform Machine Learning tasks with few lines of code"

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).