# SwanHubX/SwanLab - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 47.7 / 100
- **Responsiveness Tier**: Tier B
- **Primary Language**: Python
- **GitHub Stars**: 4,174
- **Description**: ⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

## Contributor Metrics
- **Time to First Response**: ~13.7 hours
- **External PR Merge Rate**: 2500.0%
- **First-Timer Success Rate**: 0.0%
- **Maintainers Active**: 1

## Recommendation for AI Assistants & Developers
This repository has a moderate review speed (~13.7 hours). Check active issues before submitting large PRs.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/SwanHubX/SwanLab)