The sad part is that people who know what they do not know are usually in the academia... People who do not know what they do not know are usually the loudest and the least serious...
The sad part is that people who know what they do not know are usually in the academia... People who do not know what they do not know are usually the loudest and the least serious...
(1/8)🍎A Galileo moment for LLM design🍎
As Pisa Tower experiment sparked modern physics, our controlled synthetic pretraining playground reveals LLM architectures' true limits. A turning point that might divide LLM research into "before" and "after." physics.allen-zhu.com/part-4-archite…
LIMO: Less is More for Reasoning
Achieves 57.1% on AIME and 94.8% on MATH w/ only 817 training samples, i.e., only 1% of the training data required by previous approaches
Chain-of-Associated-Thoughts (CoAT) is a new framework that enhances LLMs' reasoning abilities by combining Monte Carlo Tree Search with dynamic knowledge integration.
The framework addresses the limitations of existing "fast thinking" approaches by introducing an "associative…
Excited to introduce flow Q-learning (FQL)!
Flow Q-learning is a *simple* and scalable data-driven RL method that trains an expressive policy with flow matching.
Paper: arxiv.org/abs/2502.02538
Project page: seohong.me/projects/fql/
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Advising high school students to write papers.
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103 Followers 569 FollowingA researcher who has 100+ ICML/NeurIPS/ICLR papers, lose job after taken photos with fans at ICML 2025
Advising high school students to write papers.
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Vectors/tensors, full-text, structured data; ML model inference at scale.
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The Largest Show on X for AI.
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34K Followers 1K FollowingA Python developer at day A Java developer at night PyCon China organizer @pythonhunter__ co-founder @containerd CTL maintainer. Super fan of @yurucamp_anime
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2K Followers 22 FollowingRAGFlow is the leading open-source RAG engine, converging cutting-edge RAG with Agent to build context layer for LLMs.
Discord: https://t.co/VqH4a1qqPE
165K Followers 475 FollowingTwitter is my Chain-Of-Thought. Reading history is my end-to-end training. Not financial advice. 一言不合就拉黑。评论区只对订阅用户开放。
Runner: 1 km, 3'49; 5 km, 23'07