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LLM Generation Latency on Llama-2-7B

22.1Latency (LAN)Protocol 2 (SIGMA)
-1,411.428,264.8417,941.127,617.36Feb 19, 2026

Evaluation results

MethodLinks
Protocol 2 (SIGMA)Response Length=12026.0222.122.2
Protocol 2 (SIGMA)Response Length=22026.0244.444.4
Protocol 2 (SIGMA)Response Length=52026.02118.3118.9
Protocol 2 (SIGMA)Response Length=102026.02227.7236.6
zkLLMResponse Length=12026.02369.7—
zkLLMResponse Length=22026.02726.5—
Protocol 2 (SIGMA)Response Length=502026.021,1891,194
zkLLMResponse Length=52026.021,798.1—
Protocol 2 (SIGMA)Response Length=1002026.022,2602,301
zkLLMResponse Length=102026.023,889.3—
zkLLMResponse Length=502026.0219,550.8—
zkLLMResponse Length=1002026.0235,860.1—