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How to Turn Your AMD GPU into a Local LLM Beast: A Beginner's Guide with ROCm

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Those of us with NVIDIA GPUs, particularly ones with enough VRAM, have been able to run large language models locally for quite a while. I did a guide last year showing you how to run Vicuna locally, but that really only worked on NVIDIA GPUs. Support has improved a little, including running it all on your CPU instead, but with the launch of AMD’s ROCm software, it’s now not only possible to run large language models locally, but insanely easy. Now if you are just here for the guide, skip here. If you want to know how this works so damn well, stick around!

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