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Reasoning on Winogrande 5-shot

0.749Normalized Log AccuracyHATified-SFT
0.596120.635810.67550.71519Mar 16, 2026

Evaluation results

MethodLinks
HATified-SFTshots=5-shot2026.030.749—
Llama-Instructshots=5-shot2026.030.697—
HATifiedshot count=5-shot, DPO evaluation=true2026.030.6875.16
Llama-3.1-8B-TFree-HAT-SFTshots=5, SFT=true2026.030.6775.16
T-Freeshot count=5-shot, DPO evaluation=true2026.030.6765.16
Llamashot count=5-shot, DPO evaluation=true, backbone=Llama-3.1-8B-Instruct2026.030.6734.91
Tülushot count=5-shot, DPO evaluation=true, backbone=Llama-3.1-Tulu-3-8B2026.030.6354.91
Llama-3.1-Tulu-3-8B-SFTshots=5, SFT=true2026.030.6024.91