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TopicsLarge language models LLM Prompt Sensitivity

Prompting does not reliably elicit the best performance from large language models.

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Capabilities are often elicited with prompting, but prompting does not reliably elicit the best per- formance from LLMs

Stress-Testing Capability Elicitation With Password-Locked Modelspreprintextraction 0.75

Greenblatt, Ryan et al. · arXiv.org · May 29, 2024 · original

Motivation for fine-tuning-based elicitation in dangerous-capability evaluations.

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