Agent Lightning v1.0: Towards Harnessed Agentic RL
Paper • 2608.17528 • Published • 15
Zhiyuan He
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Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?Organizations
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Agent Lightning: Train ANY AI Agents with Reinforcement Learning
Paper • 2508.03680 • Published • 142
LeanK: Learnable K Cache Channel Pruning for Efficient Decoding
Paper • 2508.02215 • Published • 12
TriangleMix: A Lossless and Efficient Attention Pattern for Long Context Prefilling
Paper • 2507.21526 • Published
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LLM-ABR: Designing Adaptive Bitrate Algorithms via Large Language Models
Paper • 2404.01617 • Published • 8
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely
Paper • 2409.14924 • Published • 2
Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs
Paper • 2505.12929 • Published • 3