Reasoning Models19 / 25 projects

Skywork-R1V is an advanced multimodal AI model series developed by Skywork AI, specializing in vision-language reasoning.

GLM-4.6V/4.5V/4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

[ICLR 2026] SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

An Open-sourced Knowledgable Large Language Model Framework.

[ECCV 2024 Oral] DriveLM: Driving with Graph Visual Question Answering

PyTorch Code for Energy-Based Transformers paper -- generalizable reasoning and scalable learning

Explore the Multimodal “Aha Moment” on 2B Model

[NeurIPS 2025 Spotlight] LLM post-training suite — featuring ReasonFlux, ReasonFlux-PRM, and ReasonFlux-Coder.

Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)

[NeurIPS 2022] DRAGON 🐲: Deep Bidirectional Language-Knowledge Graph Pretraining

Method for Long Context RLMs using verifiable Lambda Calculus

[EMNLP 2025] LightThinker: Thinking Step-by-Step Compression

Code for the paper: GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities

[NeurIPS 2024] Official code for HourVideo: 1-Hour Video Language Understanding

[ICLR 2026] This is an early exploration to introduce Interleaving Reasoning to Text-to-image Generation field and achieve the SoTA benchmark performance. It also significantly improves the quality, fine-grained details and aesthetic aspects of generated images.

Prototype advanced LLM algorithms for reasoning and planning.

Language Models of Code are Few-Shot Commonsense Learners (EMNLP 2022)

ThinkJEPA: Empowering Latent World Models with Large Vision-Language Reasoning Model

Anthropic's Claude API. Leading large language model with strong reasoning, coding, and safety features.