BOND: Aligning LLMs with Best-of-N Distillation

Pier Giuseppe Sessa, Robert Dadashi-Tazehozi, Léonard Hussenot, Johan Ferret, Nino Vieillard, Alexandre Ramé, Bobak Shahriari, Sarah Perrin, Abram L. Friesen, Geoffrey Cideron, Sertan Girgin, Piotr Stanczyk, Andrea Michi, Danila Sinopalnikov, Sabela Ramos Garea, Amélie Héliou, Aliaksei Severyn, Matthew Hoffman 0002, Nikola Momchev, Olivier Bachem. BOND: Aligning LLMs with Best-of-N Distillation. In The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025. OpenReview.net, 2025. [doi]

Authors

Pier Giuseppe Sessa

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Robert Dadashi-Tazehozi

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Léonard Hussenot

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Johan Ferret

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Nino Vieillard

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Alexandre Ramé

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Bobak Shahriari

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Sarah Perrin

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Abram L. Friesen

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Geoffrey Cideron

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Sertan Girgin

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Piotr Stanczyk

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Andrea Michi

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Danila Sinopalnikov

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Sabela Ramos Garea

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Amélie Héliou

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Aliaksei Severyn

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Matthew Hoffman 0002

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Nikola Momchev

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Olivier Bachem

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