Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA Paper • 2608.09819 • Published 3 days ago • 325
SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring Paper • 2608.09802 • Published 3 days ago • 125
view article Article SmolLM - blazingly fast and remarkably powerful +1 loubnabnl, anton-l, eliebak • Jul 16, 2024 • 464
CodeNib: A Multi-View Data System for Serving Repository Context to Coding Agents Paper • 2607.25431 • Published 16 days ago • 112
A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Paper • 2607.24223 • Published 17 days ago • 95
Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills Paper • 2607.22529 • Published 20 days ago • 48
Beyond Euclidean Clipping: Overcoming Exploration Collapse in LLM RL via Riemannian Isometric Policy Optimization Paper • 2607.10169 • Published Jul 11 • 14
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Paper • 2607.02980 • Published Jul 3 • 84
DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment Paper • 2607.07820 • Published Jul 8 • 94
NexForge: Scaling Agent Capabilities through Requirement-Driven Task Synthesis for LLMs Paper • 2607.14186 • Published 12 days ago • 16
EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World Paper • 2607.17250 • Published 25 days ago • 93
Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable Paper • 2607.13285 • Published about 1 month ago • 232
LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Paper • 2607.14952 • Published 28 days ago • 212
SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning Paper • 2607.14777 • Published 28 days ago • 106