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Multilingual General Knowledge on Global MMLU Lite (18 languages)

90.13AccuracyNemotron-3-Ultra 550B-A55B-Base
-5.269219.497944.26569.0321Jan 26, 2026Feb 17, 2026Mar 12, 2026Apr 4, 2026Apr 27, 2026May 20, 2026Jun 12, 2026

Evaluation results

MethodLinks
Nemotron-3-Ultra 550B-A55B-Baseshots=5-shot2026.0690.13—
Mistral-Large-3 675B-Base-2512shots=5-shot2026.0687.34—
GLM-4.5 Baseshots=5-shot2026.0685.81—
Kimi-K2 Baseshots=5-shot2026.0685.63—
DeepSeek-V3.2 Exp-Baseshots=5-shot2026.0685.59—
Qwen2.5-7B-Instruct + Translate TestTraining Stage=Instruct, Evaluation Protocol=Translate Test2026.0153.7396.49
TinyAya GlobalScenario=Cultural Adaptation of a Baseline SFT Model2026.0653.5—
Qwen2.5-7B + RLVRTraining Stage=SFT + RLVR2026.0153.1599.78
SP3F-7BTraining Stage=Full Pipeline2026.0150.7699.45
Qwen2.5-7B-InstructTraining Stage=Instruct2026.0148.296.21
SFT (Full MDolci)Scenario=Marker-Augmented Finetuning of a Base Model2026.0644.9—
Qwen2.5-7B + SFTTraining Stage=SFT2026.0113.4889.62
Qwen2.5-7BTraining Stage=Base2026.018.3485.85
Marker-Augmented FinetuningScenario=Marker-Augmented Finetuning of a Base Model, Base Model=SFT (Full MDolci), Markers=Enabled2026.062.3—
Cultural SFTScenario=Cultural Adaptation of a Baseline SFT Model, Base Model=TinyAya Global2026.06-1.6—