DUMP: Automated Distribution-Level Curriculum Learning for RL-based LLM Post-training

from Arxiv Papers · host Igor Melnyk

This paper introduces a distribution-level curriculum learning framework for RL-based post-training of LLMs, enhancing reasoning capabilities by adaptively scheduling training across diverse data distributions. https://arxiv.org/abs//2504.09710 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016 Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers

Episode metadata supplied by the publisher feed · Published Apr 15, 2025

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DUMP: Automated Distribution-Level Curriculum Learning for RL-based LLM Post-training

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