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Factual Recall on MMLU (Accuracy)

58MMLU Factual Recall AccuracyOLMo 3
44.4847.9951.555.01Jan 15, 2026

Evaluation results

MethodLinks
OLMo 3Parameters=7B, Shots=02026.0158
UnfilteredShots=02026.0153
FilteredShots=02026.0153
Filtered + Alignment UpsampledStrategy=E2E, Shots=02026.0153
Misalignment UpsampledStrategy=Mid, Shots=02026.0153
OLMo 2Parameters=7B, Shots=02026.0153
Filtered + Alignment UpsampledStrategy=Mid, Shots=02026.0152
Filtered + Alignment UpsampledStrategy=CPT, Shots=02026.0152
Misalignment UpsampledStrategy=CPT, Shots=02026.0152
Alignment UpsampledStrategy=E2E, Shots=02026.0151
Misalignment UpsampledStrategy=E2E, Shots=02026.0151
Alignment UpsampledStrategy=Mid, Shots=02026.0147
Alignment UpsampledStrategy=CPT, Shots=02026.0147
Llama 2Parameters=7B, Shots=02026.0145