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The Remarkable Robustness of LLMs: Stages of Inference?
Manage episode 426022285 series 3524393
The study explores Large Language Models' robustness by deleting and swapping layers, finding interventions retain 72-95% accuracy without fine-tuning, with more layers showing increased robustness.
https://arxiv.org/abs//2406.19384
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
1318 ตอน
Manage episode 426022285 series 3524393
The study explores Large Language Models' robustness by deleting and swapping layers, finding interventions retain 72-95% accuracy without fine-tuning, with more layers showing increased robustness.
https://arxiv.org/abs//2406.19384
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
1318 ตอน
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