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It would also mean learning Julia, but you can write GPU kernels in Julia and then compile for NVidia CUDA, AMD ROCm or IBM oneAPI.
https://juliagpu.org/
I've written CUDA kernels and I knew nothing about it going in.
For implementing stuff from scratch, if you use Windows you could try my C# based library for that: https://github.com/Const-me/Cgml/
It’s vendor agnostic, so HLSL instead of CUDA or Triton. Here’s the compute shaders implementing inference of Mistral-7B model: https://github.com/Const-me/Cgml/tree/master/Mistral/Mistral...
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Hence, a higher number means a more popular project.