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Reasoning on MMLU Redux

67.3AccuracyQwen3-1.7B-ALLMEM
44.00450.05256.162.148Feb 14, 2026

Evaluation results

MethodLinks
Qwen3-1.7B-ALLMEMModel Size=1.7B, Architecture=ALLMEM, Sliding window length=2048, Attention sinks=128, Few-shot setting=0-shot, Max tokens=327682026.0267.3
Qwen3-1.7BModel Size=1.7B, Architecture=Standard, Few-shot setting=0-shot, Max tokens=327682026.0266.5
Qwen3-0.6B-ALLMEMModel Size=0.6B, Architecture=ALLMEM, Sliding window length=2048, Attention sinks=128, Few-shot setting=0-shot, Max tokens=327682026.0247.05
Qwen3-0.6BModel Size=0.6B, Architecture=Standard, Few-shot setting=0-shot, Max tokens=327682026.0244.9