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Code Completion on HumanEval FIM

74Accuracy (HumanEval FIM)LLaDA 8B
25.32837.96450.663.236Feb 20, 2026

Evaluation results

MethodLinks
LLaDA 8BShots=2, E2E Latency (s)=21.8, Inference Speed (tokens/s)=162026.0274
Evo 8BShots=2, E2E Latency (s)=8.6, Inference Speed (tokens/s)=522026.0273.4
LLaMA3 8BShots=2, E2E Latency (s)=7.4, Inference Speed (tokens/s)=582026.0273
BD3-LM 7BShots=0, E2E Latency (s)=14.2, Inference Speed (tokens/s)=282026.0271.8
ARD 7BShots=2, E2E Latency (s)=32.5, Inference Speed (tokens/s)=122026.0227.2