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SwanLab

Model Serving & MLOps

A professional, modern AI training analysis platform that integrates with over 50 major ML frameworks and easily connects to experiment code

Python Latest v0.7.19 · 16d ago Security brief →

Features

  • Supports >50 leading AI training frameworks for seamless integration
  • Provides real-time visualization and detailed logging of experiment metrics
  • Offers hardware monitoring across diverse GPU platforms (e.g., AMD ROCm, Huawei Ascend)
  • Enables collaborative tracking with project pinning, baseline comparison, and webhook alerts

Recent releases

View all 34 releases →
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v0.7.18 New feature

wb converter

v0.7.17 Bug fix

Fixed wandb local converter bug.

Full changelog

Tiny Patch

What's Changed

  • fix wandb local converter by @Zeyi-Lin in https://github.com/SwanHubX/SwanLab/pull/1596

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.16...v0.7.17

v0.7.16 New feature
Notable features
  • Support for section control
Full changelog

What's Changed

  • fix/cancel metric dup warning by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1544
  • feat/support section control by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1559

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.15...v0.7.16

v0.7.15 New feature
Notable features
  • Added swanlab.save() file uploader
Full changelog

What's Changed

  • feat: swanlab.save() file uploader by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1515
  • fix: hide overwrite log by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1535

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.14...v0.7.15

v0.7.14 Bug fix

Fixed file uploads above 100MB silently dropping.

Full changelog

What's Changed

  • fix: support finish call multiple times by @Nexisato in https://github.com/SwanHubX/SwanLab/pull/1533

Full Changelog: https://github.com/SwanHubX/SwanLab/compare/v0.7.13...v0.7.14

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