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DUMP: Automated Distribution-Level Curriculum Learning for RL-based LLM Post-training
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
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By Igor Melnyk
5
33 ratings
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
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