UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture Paper • 2512.21675 • Published 5 days ago • 22
InsertAnywhere: Bridging 4D Scene Geometry and Diffusion Models for Realistic Video Object Insertion Paper • 2512.17504 • Published 11 days ago • 87
Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding Paper • 2512.17220 • Published 12 days ago • 85
view article Article Nemotron 3 Nano \- A new Standard for Efficient, Open, and Intelligent Agentic Models 15 days ago • 101
Devstral 2 Collection A couple of agentic LLMs for software engineering tasks, excelling at using tools to explore codebases, edit multiple files, and power SWE Agents. • 3 items • Updated 21 days ago • 37
view article Article DeepMath: A lightweight math reasoning Agent with smolagents +1 27 days ago • 31
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 28 days ago • 133
view article Article Transformers v5: Simple model definitions powering the AI ecosystem +2 30 days ago • 259
Uni-MoE-2.0-Omni: Scaling Language-Centric Omnimodal Large Model with Advanced MoE, Training and Data Paper • 2511.12609 • Published Nov 16 • 103
VIDEOP2R: Video Understanding from Perception to Reasoning Paper • 2511.11113 • Published Nov 14 • 112
Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance Paper • 2511.13254 • Published Nov 17 • 136
P1: Mastering Physics Olympiads with Reinforcement Learning Paper • 2511.13612 • Published Nov 17 • 134
MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling Paper • 2511.11793 • Published Nov 14 • 164
Kandinsky 5.0: A Family of Foundation Models for Image and Video Generation Paper • 2511.14993 • Published Nov 19 • 226
Olmo 3 Post-training Collection All artifacts for post-training Olmo 3. Datasets follow the model that resulted from training on them. • 32 items • Updated 7 days ago • 46