Re:Llama.cpp: Full CUDA GPU Acceleration
by OkayPhysicist on Monday June 12, 2023 @11:34PM
(#36304858)
Machine learning would probably be the simpler API. If you can speak Linear Algebra, you're most of the way there.
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You're right, and it's why projects like the ONNX runtime exist to unify vendor-specific AI accelerators. Covering the basics isn't too hard.
What GP seems to be asking for is an open CUDA replacement, which is kinda like asking someone to fund a Free and Open Source cruise ship to compete with Carnival for you. You'll get somewhere with some effort, luck and good old human intuition, but Nvidia can outspend you 10:1 unless you have funding leverage from FAANG.