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Code Generation on HumanEval (Accuracy and TPS)

61.7AccuracyFast-dLLM-v2
54.00456.0025859.998Apr 1, 2026

Evaluation results

MethodLinks
Fast-dLLM-v2Instruction Tuning=Dream-Instruct2026.0461.72.58
TRIMSInstruction Tuning=Dream-Instruct, Sampling strategy=confidence-based sampling2026.0457.32.21
d3LLMInstruction Tuning=Dream-Instruct2026.0457.13.2
DreamInstruction Tuning=Dream-Instruct2026.0455.21
Fast-dLLMInstruction Tuning=Dream-Instruct2026.0454.31.33
dParallelInstruction Tuning=Dream-Instruct2026.0454.32.57