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Language Modeling on Pre-training dataset

2.48LM LossCross-Entropy
2.3562.4182.482.542Mar 21, 2025

Evaluation results

MethodLinks
Cross-EntropyTraining Tokens=100B, Student Model=300M, Teacher Model=3B2025.032.480.7
Random Sampling KDTraining Tokens=100B, Student Model=300M, Teacher Model=3B2025.032.480.3
Full Knowledge DistillationTraining Tokens=100B, Student Model=300M, Teacher Model=3B2025.032.480.4