Unverified50% confidenceBenchmarkExact time
GGUF格式配合llama.cpp推理引擎可在纯CPU上运行4-bit量化模型，3B模型在现代CPU上推理速度通常为10-30 tokens/秒
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/16/2026
First Seen
Valid until: 10/14/2026
Sources
Related Claims
UnverifiedCPU推理速度通常为GPU速度的1/5到1/1072% similarUnverified该GDScript+Vulkan方案的运行速度约为llama.cpp+CUDA方案的1/1071% similarUnverifiedOllama CPU 推理模式下生成速度会从 GPU 的每秒 30-80 个 Token 降至每秒 2-8 个 Token70% similarVerifiedGGUF 格式由 llama.cpp 项目引入，专为 CPU 推理场景优化69% similarUnverified软件解码的 CPU 占用可能是硬件加速路径的 5 到 10 倍68% similar
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