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Knowledge & Reasoning on PopQA

21.2Exact MatchEngram-40B
14.85616.50318.1519.797Jan 12, 2026

Evaluation results

MethodLinks
Engram-40BShots=15-shot2026.0121.2
Engram-27BShots=15-shot2026.0119.4
MoE-27BShots=15-shot2026.0119.2
Dense-4BShots=15-shot2026.0115.1