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Language Modeling on ProofPile 32K

3.21PerplexitySHAREDLLM
3.1723.42853.6853.9415Mar 5, 2026

Evaluation results

MethodLinks
SHAREDLLMBase Model=LLaMA-2, Supervised fine-tuning=true2026.033.21
Activation BeaconBase Model=LLaMA-2, Supervised fine-tuning=true2026.033.32
SHAREDLLMBase Model=Mistral-7B, Supervised fine-tuning=true2026.033.49
StreamingLLMBase Model=LLaMA-2, Supervised fine-tuning=true2026.033.5
Activation BeaconBase Model=Mistral-7B, Supervised fine-tuning=true2026.033.69
StreamingLLMBase Model=Mistral-7B, Supervised fine-tuning=true2026.034.16