Skywork-R1V
Pioneering multimodal reasoning with CoT
Listed in categories:
Artificial IntelligenceGitHubOpen Source
Description
Skywork R1V is a pioneering multimodal reasoning model that enables advanced visual and logical thinking. It is the first industry open-sourced model with advanced visual chain-of-thought capabilities, designed to push the boundaries of AI-driven vision and logical inference.
How to use Skywork-R1V?
To use Skywork R1V, clone the repository, set up the environment using conda, and run the inference script with the appropriate model and image paths along with your question.
Core features of Skywork-R1V:
1️⃣
Visual Chain-of-Thought: Enables multistep logical reasoning on visual inputs, breaking down complex image-based problems into manageable steps.
2️⃣
Mathematical & Scientific Analysis: Capable of solving visual math problems and interpreting scientific/medical imagery with high precision.
3️⃣
Cross-Modal Understanding: Seamlessly integrates text and images for richer context-aware comprehension.
Why could be used Skywork-R1V?
| # | Use case | Status | |
|---|---|---|---|
| # 1 | Solving complex visual math problems. | ✅ | |
| # 2 | Interpreting scientific and medical imagery accurately. | ✅ | |
| # 3 | Enhancing AI-driven applications with advanced visual reasoning capabilities. | ✅ | |
Who developed Skywork-R1V?
Skywork AI is dedicated to advancing the field of artificial intelligence through innovative multimodal reasoning models. Their commitment to open-source development fosters collaboration and accessibility in AI research.