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What I mean when I say that machine learning in Elixir is production-ready
My ElixirConf EU 2024 keynote "Ship it! A roadmap for putting Nx into production" is up on youtube. I'm hoping it will help folks gain the confidence to go o...
This architectural decision, which I covered in more detail during my ElixirConf EU talk, unlocks huge potential that we see play out in the libraries built on top of it like Axon, Bumblebee, and Scholar. Take a moment to reflect on the significance of this: by simply writing Elixir code, you gain access to multi-stage compilation that targets various hardware platforms, including GPUs and TPUs. The actor model of concurrency, which is at the heart of Elixir, proves to be the perfect abstraction for serving machine learning workloads and, just as importantly, integrating them into broader systems.
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