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Sep 20, 2024 · Effectively mitigating the misalignment of large language models (LLMs) is crucial for ensuring secure AI applications. Inference-Time Intervention (ITI) technique,^Jan 16, 2024 · The llm models involve multiple transformation blocks; which block internal state do the authors investigate? It would make the paper more impactful if the authors &Abstract We introduce Inference-Time Intervention (ITI), a technique designed to enhance the “truthfulness” of large language models (LLMs). ITI operates by shifting model acti&Sep 21, 2023 · We introduce Inference-Time Intervention (ITI), a technique designed to enhance the "truthfulness" of large language models (LLMs). ITI operates by shifting model a+Sep 22, 2023 · Next, using arithmetics as a synthetic environment, we show that language models can separate true and false statements, and generalize truthfulness across agents; _3.4 Intervention at Inference Time ule aims to refine the top K attention heads output that are most sensitive to caption queries at inference-time. The goal is to align the at-ten.Sep 13, 2024 · A particular limitation of existing methods 1,2, including inference-time intervention, activation addition, and representation engineering, is their significant


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