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The tutorial deploys the 1-bit Bonsai-27B model using the PrismML fork of llama.cpp with specialized CUDA kernels for Q1_0_g128 GGUF format. Steps include validating GPU runtime, compiling binaries, downloading weights from Hugging Face, and launching an OpenAI-compatible local inference server.
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