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Add Project Zero to CPU/NPU/FPGA/Mobile Inference#189

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Add Project Zero to CPU/NPU/FPGA/Mobile Inference#189
shifulegend wants to merge 1 commit into
xlite-dev:mainfrom
shifulegend:add-project-zero

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Adding Project Zero to the CPU/NPU/FPGA/Mobile Inference section, following the format used for entries without an associated paper (e.g. llama-cpp-power8).

Project Zero is a zero-dependency C99 LLM inference engine (GCC + make, no Python/BLAS at runtime) that runs both BitNet ternary and GGUF dense models from a single binary. On an Intel Xeon 8259CL, a LUT-based ternary kernel (5-activation window precomputed into AVX-512BW registers) gets BitNet b1.58-2B-4T to 36.25 tok/s, a 1.83x speedup over bitnet.cpp on the same hardware.

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