From the course: Rust for Data Engineering

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Rust GPU Hugging Face translator

Rust GPU Hugging Face translator - Rust Tutorial

From the course: Rust for Data Engineering

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Rust GPU Hugging Face translator

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- [Instructor] One of the most powerful ways to use Rust is to dive into using things like pre-trained models, using GPU, building high performance command line tools that you can do batch-based machine learning inference against. What I'm going to show you is how simple it is to use GitHub Codespaces with A GPU, enable that GPU, build up the Rust bindings for it and take a translation tool and build it out in just a few minutes. Okay, let's go ahead and get started. Here I've got a repo nogibjj, rust-pytorch-gpu-template that has all the things you need to get GPUs cooking in Codespaces. And what I'm going to take a look at here is the diagram of what we're going to build. So to start with, you have a Cuda GPU enabled in Codespaces and then I'm going to go through and use the Rust bindings for Hugging Face. Again, Rust is a high performance language that allows you to build very performant tools and then we're going to…

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