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
अपडेट किया गया 1/20/2026
स्टार
90
फोर्क
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.

इंस्टॉलेशन
$ install --globalskills.sh
उपयोग

इंस्टॉल करने के बाद, आप टर्मिनल में यह कमांड चलाकर इस स्किल का उपयोग कर सकते हैं:

skills use logprob-prefill-analysis