Approximating Language Model Training Data from Weights

from Arxiv Papers · host Igor Melnyk

The paper presents a method for approximating training data from model weights, improving performance significantly on classification tasks using a gradient-based approach to select relevant public documents. https://arxiv.org/abs//2506.15553 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 Jun 21, 2025

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Approximating Language Model Training Data from Weights

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