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Language Modeling on General Language Ability

11.49Perplexity (PPL)Zero-shot
11.246412.890714.53516.1793Apr 28, 2026

Evaluation results

MethodLinks
Zero-shotModel=Llama-3.1-8B2026.0411.49
Top-Act-FeatModel=Llama-3.1-8B2026.0412.32
Causal-FeatModel=Llama-3.1-8B2026.0412.41
Zero-shotModel=Gemma-2-9B2026.0413.25
Causal-FeatModel=Gemma-2-9B2026.0414.51
Top-Act-FeatModel=Gemma-2-9B2026.0415.19
Causal-FeatModel=Gemma-2-2B2026.0417.49
Top-Act-FeatModel=Gemma-2-2B2026.0417.53
Zero-shotModel=Gemma-2-2B2026.0417.58