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Llama 1B Inference Optimized in Single CUDA Kernel

So so so cool. Llama 1B batch one inference in one single CUDA kernel, deleting synchronization boundaries imposed by breaking the computation into a series of kernels called in sequence. The *optimal* orchestration of compute and memory is only achievable in this way.

→ View original post on X — @karpathy