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[QA] Transformer Alignment in Large Language Models
Manage episode 428300055 series 3524393
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
--- Support this podcast: https://podcasters.spotify.com/pod/show/arxiv-papers/support
1585 episodes
Manage episode 428300055 series 3524393
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
--- Support this podcast: https://podcasters.spotify.com/pod/show/arxiv-papers/support
1585 episodes
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