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Looped LLM? Recurrent Depth Transformer Explained Analytics Table
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Need to fine-tune a model without the hassle? Try out Crusoe's serverless fine-tuning today! https://www.crusoe.ai/contact-sales/serverless-preview?utm_source=bycloud&utm_medium=influencer&utm_campaign=serverlessfinetuning my latest project: Intuitive AI Academy We just wrote a new piece on Optimization!! https://intuitiveai.academy/ limited time code "LOCKIN" for 35% off yearly plan Chain-of-Thought is ugly, so what if we remove it? In this video, I am diving into the latest architecture experiment that is Looped Transformer. So LLMs think with words, but here Looped Transformer simulates thinking by looping the same few layers. My Newsletter https://mail.bycloud.ai/ My Patreon https://www.patreon.com/c/bycloud Loop, Think, & Generalize: Implicit Reasoning in Recurrent-Depth Transformers [Paper] https://arxiv.org/abs/2604.07822 A Mechanistic Analysis of Looped RLMs [Paper] https://arxiv.org/abs/2604.11791 Parcae: Scaling Laws For Stable Looped Language Models [Paper] https://arxiv.org/abs/2604.12946 Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation [Paper] https://arxiv.org/abs/2507.10524 Try out my new fav place to learn how to code https://scrimba.com/?via=bycloudAI This video is supported by the kind Patrons & YouTube Members: šSpam Maj, Alex, Chris LeDoux, DX Research Group, Poof N' Inu, Deagan, Robert Zawiasa, Ryszard Warzocha, Tobe2d, Louis Muk, Akkusativ, Kevin Tai, Mark Buckler, NO U, Tony Jimenez, Ćngelo Fonseca, jiye, Anushka, Asad Dhamani, Binnie Yiu, Calvin Yan, Clayton Ford, Diego Silva, Etrotta, Gonzalo Fidalgo, Handenon, Hector, Jake Disco very, Michael Brenner, Nilly K, OlegWock, Daddy Wen, Shuhong Chen, Sid_Cipher, Stefan Lorenz, Sup, tantan assawade, Thipok Tham, Thomas Di Martino, Thomas Lin, RichĆ”rd Nagyfi, Paperboy, mika, Leo, Berhane-Meskel, Kadhai Pesalam, mayssam, Bill Mangrum, nyaa, Toru Mon, Lame Plane, Matej Macak, Len Mo, saylikhapekar, ZyanSheep, THEVIERAOS, Ricardo Raphael Corona-Moreno, superchordate [Discord] https://discord.gg/NhJZGtH [Twitter] https://twitter.com/bycloudai [Patreon] https://www.patreon.com/bycloud [Business Inquiries] [email protected] [Other Inquiries] [email protected] [Profile & Banner Art] https://twitter.com/pygm7 [Video Editor] @aduckchicken2 Manim Animations created with Manimate https://www.manimate.ai/ [Ko-fi] https://ko-fi.com/bycloudai
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