Text diffusion: A new paradigm for LLMs
Julia Turc
•
October 22, 2025
Julia Turc
View ChannelAbout
AI explainer videos from a former Google Research engineer, now startup founder. Expect American optimism with a solid dose of Eastern European cynicism. Find (free) supplemental materials (slide decks, paper reading lists, Colab notebooks) on Patreon 👉 https://www.patreon.com/c/JuliaTurc
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Essentials for Mastering LLMs
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