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Writing an LLM compiler from scratch: PyTorch to CUDA in 5,000 lines of Python

Hey r/LocalLLaMA, I wanted to come up with a simple overview of the modern ML compiler stack, essentially what happens between model.generate()and the GPU executing a kernel. However, the stack is brutal to read. TVM is

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