The ZINC engine has outperformed llama.cpp across a five-model headline benchmark suite on AMD RDNA4 hardware. Testing using local GGUF models on 32 GB AMD cards indicates that ZINC is currently the fastest measured engine for this specific hardware class. These results were achieved using consistent machine configurations and prompt matrices.
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