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DVCLive
dvc.org
Spec sheet
- Purpose
- DVCLive is a Python API module for logging machine learning parameters, metrics, artifacts, images, and plots.Read 7 Oct 2026 · doc.dvc.org
- Support
- DVC directs users to its Discord community, GitHub issues, and forum for help and feedback.Read 7 Oct 2026 · dvc.org
- Founded
- 2018Read 28 Sep 2026 · dvc.org
- DVC pipeline use
- DVCLive can be used with DVC pipelines to run structured and reproducible ML experiments.Read 7 Oct 2026 · s.dvc.org
- Experiment tracking
- Logged data is stored in a dvclive directory and tracked as a DVC experiment for analysis and comparison.Read 7 Oct 2026 · doc.dvc.org
- Framework integrations
- The supported ML frameworks listed include Fast.ai, Hugging Face, Keras, LightGBM, MMCV, Optuna, PyTorch, PyTorch Lightning, Scikit-learn, TensorFlow, XGBoost, and Ultralytics YOLO v8.Read 7 Oct 2026 · origin-doc.dvc.org
- Large artifacts
- Logging an artifact can cache the file with DVC and create a .dvc metadata file tracked in Git.Read 7 Oct 2026 · s.dvc.org
- Notable behavior
- DVCLive saves each run to the same path and overwrites previous results there.Read 7 Oct 2026 · s.dvc.org
- Open source status
- DVC says it will remain 100% open source under the same license, with no plans to paywall features or restrict access.Read 7 Oct 2026 · dvc.org
- Optional dependencies
- Install extras for image logging, plots, Scikit-learn plots, Markdown reports, and supported ML framework integrations.Read 7 Oct 2026 · s.dvc.org
- Python requirement
- Python 3.9+ is required for the latest version of DVCLive.Read 7 Oct 2026 · s.dvc.org
- Stewardship
- lakeFS says it has taken over stewardship and active development of DVC and is committed to maintaining DVCLive.Read 7 Oct 2026 · dvc.org
- System metrics
- When enabled, system monitoring logs GPU, CPU, RAM, and disk usage.Read 7 Oct 2026 · origin-doc.dvc.org
- Version control
- DVCLive relies on Git and DVC for experiment tracking instead of a central database.Read 7 Oct 2026 · s.dvc.org
Plans and prices
DVCLive Free Open source Python library · Python 3.9+ for latest version Read 7 Oct 2026 · s.dvc.org
Where Specifiction places it
- ML Experiment Tracking Software#10 of 397.8
- Data Version Control Tools#23 of 367.6
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