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CPU Inference Performance Evaluation on DeepSeek Lite V2

8.8Memory Usage (GB)Llama.cpp (CPU)
7.9813.51519.0524.585Apr 12, 2026

Evaluation results

MethodLinks
Llama.cpp (CPU)Bit Width=A8W4, Hardware=Intel(R) Xeon(R) w7-3445 CPU, Threads=202026.048.817.1
CodeQuant (CPU)Bit Width=A8W4, Hardware=Intel(R) Xeon(R) w7-3445 CPU, Threads=202026.048.914.2
Llama.cpp (CPU)Bit Width=BF16, Hardware=Intel(R) Xeon(R) w7-3445 CPU, Threads=202026.0429.350