DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning Paper • 2501.12948 • Published 6 days ago • 226
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models Paper • 2501.11873 • Published 7 days ago • 59
Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps Paper • 2501.09732 • Published 11 days ago • 65
MiniMax-01: Scaling Foundation Models with Lightning Attention Paper • 2501.08313 • Published 13 days ago • 268
Agent Laboratory: Using LLM Agents as Research Assistants Paper • 2501.04227 • Published 20 days ago • 81
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though Paper • 2501.04682 • Published 19 days ago • 89
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking Paper • 2501.04519 • Published 20 days ago • 249
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search Paper • 2412.18319 • Published Dec 24, 2024 • 37
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference Paper • 2412.13663 • Published Dec 18, 2024 • 125
Apollo: An Exploration of Video Understanding in Large Multimodal Models Paper • 2412.10360 • Published Dec 13, 2024 • 139
Multimodal Latent Language Modeling with Next-Token Diffusion Paper • 2412.08635 • Published Dec 11, 2024 • 44
Training Large Language Models to Reason in a Continuous Latent Space Paper • 2412.06769 • Published Dec 9, 2024 • 75
Transformers Can Navigate Mazes With Multi-Step Prediction Paper • 2412.05117 • Published Dec 6, 2024 • 5
Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution Paper • 2409.12191 • Published Sep 18, 2024 • 76
Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions Paper • 2411.14405 • Published Nov 21, 2024 • 58
SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization Paper • 2410.21411 • Published Oct 28, 2024 • 19
A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks Paper • 2410.22391 • Published Oct 29, 2024 • 22