logprob-prefill-analysis

Name: logprob-prefill-analysis
Rating: 5 (1 reviews)
Author: bg-szy

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.

1stars

Updated 15 days ago

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Prefill Sensitivity Analysis Pipeline

This skill documents the complete pipeline for measuring model susceptibility to reward hacking via prefill sensitivity analysis, including both token-based and logprob-based metrics.

Quick Start: Single Command Reproducibility

The full analysis can be run with a single command:

# Run on most recent sensitivity experiment (auto-discovers checkpoints from config.yaml)
python scripts/run_full_prefill_analysis.py

# Specify a particular sensiti

[Description truncada. Veja o README completo no GitHub.]

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