30 open-source projects similar to skyworkai/skywork-r1v, ranked by shared indexed features. Tags may describe platforms or build tools rather than the same primary purpose. Check each project’s use case, license, and deployment requirements before treating it as a replacement.
MiMo: Unlocking the Reasoning Potential of Language Model – From Pretraining to Posttraining
✊ Unleashing the Power of Reinforcement Learning for Math and Code Reasoners 🤖
MiniMax-M1, the world's first open-weight, large-scale hybrid-attention reasoning model.
An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model
DeepSeek-R1 is an open-weights large language model focused on advanced reasoning. It uses chain-of-thought processing and internal monologues to solve complex mathematical and logical problems by breaking tasks into sequential, verifiable thought processes. The model is developed using reinforcement learning to optimize reasoning patterns and verify logical steps. It employs a distillation process to transfer these high-performance logic capabilities from a large teacher model into smaller, computationally efficient versions. The training framework incorporates group relative policy optimiz
Qwen3 is a transformer-based large language model designed as a generative AI foundation for understanding, reasoning, and generating human language. It functions as a comprehensive ecosystem for model training, fine-tuning, and production-ready inference, providing the underlying architecture and weights necessary to build diverse artificial intelligence applications. The project distinguishes itself through extensive support for model quantization and distributed inference, enabling efficient execution across a wide range of hardware from consumer-grade devices to scalable cloud infrastruct
Qwen2.5 is a suite of large language model foundation models designed for natural language generation, code production, and complex mathematical reasoning. The project encompasses a multilingual language model capable of processing dozens of languages and a specialized code generation model for technical problem solving and debugging. The framework is distinguished by its long context capabilities, enabling the analysis of massive inputs ranging from 256K up to 1 million tokens. It further functions as an agentic framework, utilizing standardized templates and parsers to execute autonomous wo
Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency
Exploring Applications of GRPO
An Open Large Reasoning Model for Real-World Solutions
Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"
Checkpoints take up a lot of space. Please email yninghong@gmail.com if you need them.
🧐 About | 🚀 Quick Start | 🐣 Agentless Mini | 📝 Citation | 🙏 Acknowledgements
R1-onevision, a visual language model capable of deep CoT reasoning.
OpenSeek aims to unite the global open source community to drive collaborative innovation in algorithms, data and systems to develop next-generation models.
Medical o1, Towards medical complex reasoning with LLMs