Kunlun Wanwei has unveiled Skywork R1V, the world's first open-source industrial-grade multimodal reasoning model. This groundbreaking AI system, boasting 3.8 billion parameters, is designed to integrate text and visual information seamlessly, offering robust reasoning capabilities that rival and even surpass established closed-source models like DeepSeek-R1, Claude3.5Sonnet, and GPT-4o.

Exceptional Performance in Benchmark Tests

Skywork R1V has demonstrated remarkable performance across multiple benchmark evaluations. In the MMMU (Multimodal Multi-task Understanding) test, it achieved a score of 69, setting a new record for models of its size. Additionally, it scored an impressive 67.5 in the MathVista test, showcasing its advanced capabilities in complex mathematical reasoning and logical analysis.

Innovative Technologies Behind R1V

The success of Skywork R1V is driven by several cutting-edge technologies developed by Kunlun Wanwei's research team:

• Cross-modal transfer learning: This technique transfers the model's text reasoning capabilities to the visual domain, significantly reducing the need for extensive multimodal training data.
• Hybrid training strategy: Combining iterative supervised fine-tuning and reinforcement learning, this approach dynamically adjusts the chain-of-thought length to enhance reasoning efficiency.
• Adaptive length chain-of-thought distillation: This framework prevents "overthinking" during reasoning processes, improving both efficiency and output quality.

Open-Source Initiative for Global AI Advancement

By open-sourcing Skywork R1V, Kunlun Wanwei aims to foster technological sharing and collaboration within the global AI community. The release includes the model weights, inference code, and a detailed technical report, all accessible via platforms like GitHub and Hugging Face. This move not only democratizes access to advanced AI tools but also accelerates progress toward achieving Artificial General Intelligence (AGI).

Accessing Skywork R1V Resources

Developers and researchers can explore Skywork R1V through the following resources:

• Model Weights: Hugging Face
• GitHub Repository: GitHub
• Technical Report: Skywork_R1V.pdf

Key Points

1. Skywork R1V is the world's first open-source industrial-grade multimodal reasoning model with 3.8 billion parameters.
2. It outperforms closed-source models like DeepSeek-R1 and GPT-4o in benchmark tests such as MMMU and MathVista.
3. Innovative technologies like cross-modal transfer learning and adaptive chain-of-thought distillation drive its success.
4. Kunlun Wanwei's open-source initiative aims to promote global AI collaboration and advance AGI development.