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Add an LLM demo to apps/ #8216

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Add an LLM demo to apps/ #8216

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steven-johnson
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This PR adds apps/hallmark (HAlide LLM Advanced Research Kit): a Halide execution engine forGemma models. It is at a very early, experimental stage; at this time, it serves primarily as a testbed for writing efficient ML kernels in Halide.

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