home/categories/machine-learning/aiskillstore-marketplace-skills-eleutherai-logprob-prefill-analysis-skill-md
machine-learningdata-ai

logprob-prefill-analysis

Reproduces the full prefill sensitivity analysis pipeline for reward hacking indicators. Use when evaluating how susceptible model checkpoints are to exploit-eliciting prefills, computing token-based trajectories, or comparing logprob vs token-count as predictors of exploitability.

aiskillstore
maintainer
aiskillstore
更新日 1/20/2026
スター
90
フォーク
3
quick start

Installation and usage

Reproduces the full prefill sensitivity analysis pipeline for reward hacking indicators. Use when evaluating how susceptible model checkpoints are to exploit-eliciting prefills, computing token-based trajectories, or comparing logprob vs token-count as predictors of exploitability.

インストール
$ install --globalskills.sh
使い方

インストール後、ターミナルで以下のコマンドを実行してこのスキルを使用できます:

skills use logprob-prefill-analysis