XiongShao Pan

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liked a Space 22 days ago

Running

269

LLM训练终极指南 | The Ultra-Scale Playbook

🔥

269

了解LLM训练的方方面面

upvoted 2 papers about 1 month ago

TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation

Paper • 2605.22355 • Published May 21 • 179

Rethinking Cross-Layer Information Routing in Diffusion Transformers

Paper • 2605.20708 • Published May 20 • 111

upvoted a paper 3 months ago

Complementary Reinforcement Learning

Paper • 2603.17621 • Published Mar 18 • 37

upvoted a paper 4 months ago

Logics-Parsing-Omni Technical Report

Paper • 2603.09677 • Published Mar 10 • 18

upvoted an article 4 months ago

view article

Article

Forge: Scalable Agent RL Framework and Algorithm

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MiniMax-AI

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Feb 13

• 156

upvoted a paper 6 months ago

Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem

Paper • 2512.24873 • Published Dec 31, 2025 • 109

upvoted 2 papers 7 months ago

From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published Nov 23, 2025 • 306

Stabilizing Reinforcement Learning with LLMs: Formulation and Practices

Paper • 2512.01374 • Published Dec 1, 2025 • 107

upvoted 2 papers 9 months ago

Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization

Paper • 2510.13554 • Published Oct 15, 2025 • 59

Part II: ROLL Flash -- Accelerating RLVR and Agentic Training with Asynchrony

Paper • 2510.11345 • Published Oct 13, 2025 • 17

upvoted a paper about 1 year ago

Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library

Paper • 2506.06122 • Published Jun 6, 2025 • 7