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Multistep Reasoning on SpokenMQA

81.5AccuracyBaseline (Thinking)
55.81262.48169.1575.819Dec 11, 2025

Evaluation results

MethodLinks
Baseline (Thinking)Model Size=4B, Backbone=Qwen3, Hardware=A1002025.1281.5227.16227.15
AsyncReasoningModel Size=4B, Backbone=Qwen3, Hardware=A1002025.12810.840.8
Baseline (No think)Model Size=4B, Backbone=Qwen3, Hardware=A1002025.1280.60.80.7
Baseline (Thinking)Model Size=0.6B, Backbone=Qwen3, Hardware=A1002025.1270.4201.53201.52
AsyncReasoningModel Size=0.6B, Backbone=Qwen3, Hardware=A1002025.1265.72.561.37
Baseline (No think)Model Size=0.6B, Backbone=Qwen3, Hardware=A1002025.1256.80.720.67