Guided Self-Evolving LLMs with Minimal Human Supervision Paper • 2512.02472 • Published 7 days ago • 47
Ministral 3 Collection A collection of edge models, with Base, Instruct and Reasoning variants, in 3 different sizes: 3B, 8B and 14B. All with vision capabilities. • 9 items • Updated 7 days ago • 116
GigaEvo: An Open Source Optimization Framework Powered By LLMs And Evolution Algorithms Paper • 2511.17592 • Published 22 days ago • 118
InteractComp: Evaluating Search Agents With Ambiguous Queries Paper • 2510.24668 • Published Oct 28 • 97
Loopholing Discrete Diffusion: Deterministic Bypass of the Sampling Wall Paper • 2510.19304 • Published Oct 22 • 23
LightMem: Lightweight and Efficient Memory-Augmented Generation Paper • 2510.18866 • Published Oct 21 • 110
UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity MoE Paper • 2510.13344 • Published Oct 15 • 62
Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model Paper • 2510.12276 • Published Oct 14 • 145
QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs Paper • 2510.11696 • Published Oct 13 • 176
Less is More: Recursive Reasoning with Tiny Networks Paper • 2510.04871 • Published Oct 6 • 495
Efficient Multi-modal Large Language Models via Progressive Consistency Distillation Paper • 2510.00515 • Published Oct 1 • 39
Self-Forcing++: Towards Minute-Scale High-Quality Video Generation Paper • 2510.02283 • Published Oct 2 • 95
DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder Paper • 2509.25182 • Published Sep 29 • 37