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ULMFiT Transfer Learning: The True Foundation of Modern LLMs

Every LLM from any lab today, including from OpenAI taces back to @jeremyphoward and @seb_ruder with their ULMFiT paper. The breakthrough for LLMs was transfer learning, not Attention. Flowers ☾ (@flowersslop) Every LLM from any lab today traces back to this guy, who was the only person at OpenAI pushing for pretraining transformer language models. He built GPT-1. After that did others see the potential. He invented it, and almost none of the so called AI experts even know his name. — https://nitter.net/flowersslop/status/2037892926785634720#m

→ View original post on X — @jeremyphoward, 2026-03-28 20:34 UTC

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