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cs.LG2025
GenSelect: A Generative Approach to Best-of-N
Shubham Toshniwal, Ivan Sorokin, Aleksander Ficek +2
Generative reward models with parallel sampling have enabled effective test-time scaling for reasoning tasks. Current approaches employ pointwise scoring of individual solutions or…
cs.LG2025
NeMo-Inspector: A Visualization Tool for LLM Generation Analysis
Daria Gitman, Igor Gitman, Evelina Bakhturina
Adapting Large Language Models (LLMs) to novel tasks and enhancing their overall capabilities often requires large, high-quality training datasets. Synthetic data, generated at sca…