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Local LLM Optimization: Mastering llama.cpp on AMD GPUs

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As we head into 2026, the landscape of local artificial intelligence has become more inclusive than ever, largely thanks to the specialized support for llama.cpp on AMD GPUs. While NVIDIA was once the only choice for high-speed inference, AMD’s ROCm (Radeon Open Compute) and Vulkan backends have matured significantly. By utilizing llama.cpp, users can now leverage the high memory band... https://llamacpp.info/run-llama-cpp-on-amd-gpus/

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