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Study explores internal mechanisms of Large Language Models (LLMs) as discrete, nonlinear dynamical systems, uncovering alignment of singular vectors in Residual Jacobians and correlation with model performance.
https://arxiv.org/abs//2407.07810
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
By Igor Melnyk5
33 ratings
Study explores internal mechanisms of Large Language Models (LLMs) as discrete, nonlinear dynamical systems, uncovering alignment of singular vectors in Residual Jacobians and correlation with model performance.
https://arxiv.org/abs//2407.07810
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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