ResearchBenchmarksMathematical Reasoning on GSM8k (5-shot, Performance Evaluation)Follow89.47ThroughputDIP3.638825.921948.20570.4881Jan 6, 2026Evaluation ResultsMethodMethodLinksThroughputRelative SpeedupAccuracyDIPmodel=LLaDA-8B-Instruc...model=LLaDA-8B-Instruct, lambda=0.1, epsilon=12026.0189.4712.976.7DIPmodel=LLaDA-8B-Instruc...model=LLaDA-8B-Instruct, lambda=0.1, epsilon=0.22026.0186.5412.577.8Fast-dLLMmodel=LLaDA-8B-Instructmodel=LLaDA-8B-Instruct2026.0175.8710.977.7LLaDAmodel=LLaDA-8B-Instructmodel=LLaDA-8B-Instruct2026.016.94178.2