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swanlab

separate

Provides guidance for experiment tracking with SwanLab. Use when you need open-source run tracking, local or self-hosted dashboards, and lightweight media logging for ML workflows.

When to use

• **Track ML experiments** with metrics, configs, tags, and descriptions
• **Visualize training** with scalar charts and logged media
• **Compare runs** across seeds, checkpoints, and hyperparameters
• **Work locally or self-hosted** instead of depending on managed SaaS
• **Integrate** with PyTorch, Transformers, PyTorch Lightning, or Fastai

Skill page

Source