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Swanlab

⚡️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.

GitHub ↗Website ↗Apache-2.0☁️ Platform

At a glance

Is this tool relevant to you?

What it does

⚡️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.

May suit

Teams organizing AI models, data, deployments, or workflows in one system.

Before you try it

The repository reports a Apache-2.0 license. Setup difficulty and device support still need to be checked upstream.

Evidence & freshness

What we know, and how recently we checked

Basic listing· 2026-10-04 09:18 UTC

This record comes from the wider automated directory. It has not yet passed the stronger catalog verification checks.

Source
Automated project sync
Checked
2026-10-04 09:18 UTC
Snapshot evidence level
Limited confidence
Maintenance signal
Healthy67/100

Generally healthy automated signals, with some areas worth checking in the breakdown.

The health score is an automated maintenance signal, not a security audit or a guarantee that the tool fits your needs.

How verification and health scoring work

Catalog-verified records use a timestamped GitHub snapshot that passed source and completeness checks. Basic listings come from the wider automated sync and have not yet passed that stronger verification path.

Health combines recent activity, commit frequency, issue handling, contributor depth, release cadence, documentation, and community signals. Missing evidence lowers how much confidence you should place in the number.

Read the full methodology →
⭐
4.2K
Stars
🍴
218
Forks
👥
44
Contributors
💚
Healthy67/100
Health Score

Star History

01.1K2.1K3.1K4.2K2026/5/122026/9/7

Health Score Breakdown

Star Momentum
82
Commit Frequency
19
Issue Health
80
Contributors
100
Release Cadence
50
Documentation
100
Community Signal
50

Project Info

Language
Python
License
Apache-2.0
Last Commit
2026-09-06 10:54 UTC
Last Release
v0.10.0 (2026-09-01 07:02 UTC)
Open Issues
57
Bus Factor
4
Commits/Week
3.8
Avg Issue Close
3.4 days
ai-infradata-sciencedeep-learningllmloggingmachine-learningmlopsmodel-versioningpythonpytorchtensorboardtensorflowtrackingtrainingtransformersvisualization

Project Badge

Embed a live health badge in a README or docs page.

Swanlab AI Tools Scout badge
[![AI Tools Scout](https://ai-tools-scout.com/api/badge/swanlab?metric=health&style=shield)](https://ai-tools-scout.com/projects/swanlab)

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