Author

Nikita Surnachev

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#machine learning Jul 2025

ESSA: Evolutionary Strategies for Scalable Alignment

ESSA (Evolutionary Strategies for Scalable Alignment), a gradient-free online alignment stage that follows supervised fine-tuning (SFT) and replaces the gradient loop with inference-only black-box search, is presented.

Daria Korotyshova, B. Shaposhnikov, A. Malakhov et al. · arXiv.org · 3 citations