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Instruction Following on UnNI

0.614ScoreOurs 12
0.578640.587820.5970.60618Mar 21, 2025

Evaluation results

MethodLinks
Ours 12Distillation Method=Random Sampling KD, Number of Unique Tokens=12, Teacher Model Size=8B, Student Model Size=3B, Evaluation Judge=Llama 3.1 405B Instruct2025.030.614
FullKDDistillation Method=Full KD, Teacher Model Size=8B, Student Model Size=3B, Evaluation Judge=Llama 3.1 405B Instruct2025.030.61
CEDistillation Method=None (Cross-Entropy), Teacher Model Size=8B, Student Model Size=3B, Evaluation Judge=Llama 3.1 405B Instruct2025.030.604
Top-K 50Distillation Method=Top-K KD, Number of Unique Tokens=50, Teacher Model Size=8B, Student Model Size=3B, Evaluation Judge=Llama 3.1 405B Instruct2025.030.583
Top-K 12Distillation Method=Top-K KD, Number of Unique Tokens=12, Teacher Model Size=8B, Student Model Size=3B, Evaluation Judge=Llama 3.1 405B Instruct2025.030.58