Best-of-N (BoN) is a popular and effective algorithm for aligning language models to human preferences.
Jul 8, 2024
Jul 8, 2024 · Best-of- N N N italic_N (Bo N N N italic_N ) is a popular and effective algorithm for aligning language models to human preferences.
Sep 24, 2024 · vBoN is a novel and effective approach converting BoN from an alignment-via-inference algorithm to an alignment-via-fine-tuning algorithm.
Best-of-N (BoN) is a popular and effective algorithm for aligning language models to human preferences. The algorithm works as follows: at inference time, ...
Jul 14, 2024 · Variational Best-of-N (vBoN) is proposed as a method to approximate the distribution induced by the Best-of-N (BoN) algorithm.
The paper discusses the Best-of-N (BoN) algorithm, a popular method for aligning language models with human preferences, and proposes variational BoN (vBoN) ...
Sep 6, 2024 · Best-of-N (BoN) is a popular and effective algorithm for aligning language models to human preferences. The algorithm works as follows: at ...
Jul 8, 2024 · The paper introduces the Variational Best-of-N (VBoN) approach to align language models with human preferences more efficiently than the ...
Jul 8, 2024 · The paper introduces a technique called "Variational Best-of-N Alignment" to help align large language models (LLMs) with what humans want. This ...
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Jul 27, 2024 · The novel integration of the Variational Best-of-N technique within the Llama model enhances the ability to generate ethically aligned content ...