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A three-line fix corrects a precision bug in llama.cpp's CUDA code for Nvidia P100 GPUs (sm_60), dramatically improving output quality without performance loss. The patch extends an existing exemption to the P100, which has fast fp16 hardware that was incorrectly using lower precision.
This post discusses budget GPU options (Radeon VII vs two P100s) for LLM inference with an RX 6800, focusing on VRAM vs speed tradeoffs for MoE models.