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SWANLAB
Open-source experiment tracking for AI training runs
Apache-2.0
ABOUT
Training runs scatter metrics across notebooks and logs. SwanLab records losses, configs, and media from PyTorch and Transformers so teams compare experiments in a cloud or self-hosted UI instead of a closed tracker.
INSTALL
pip install swanlabINTEGRATION GUIDE
1. Log loss, LR, and GPU stats from a PyTorch training loop
2. Compare LoRA runs from LLaMA Factory or ms-swift in one dashboard
3. Self-host experiment tracking for a lab that cannot use SaaS
4. Attach images, audio, and checkpoints to a training run
TAGS
pythonexperiment-trackingtrainingpytorchvisualizationmlopsmetrics