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SPECIFICTION
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DVCLive vs Guild AI

DVCLive

dvc.org

Guild AI

guildai.org

Side by side

FigureDVCLiveGuild AI
Price fromFree—
Free planYes—
Free trial——
Open source——
Web—Yes
Windows—Yes
macOS—Yes
Linux—Yes
APIYes—
Plans published10
Spec score · ML Experiment Tracking Software7.8 (#10)7.6 (#14)
Experiment trackingLogged data is stored in a dvclive directory and tracked as a DVC experiment for analysis and comparison.Guild can run unmodified training scripts and capture each run as a unique experiment.
PurposeDVCLive is a Python API module for logging machine learning parameters, metrics, artifacts, images, and plots.Guild AI is an open-source toolkit for automating and optimizing machine learning experiments.
SupportDVC directs users to its Discord community, GitHub issues, and forum for help and feedback.The Guild AI forum says its support systems are moving to GitHub and that the forum will be read-only.

Plans

DVCLive

  • DVCLiveFree

DVCLive pricing →

Guild AI

No plans published.

Guild AI pricing →

In their own words

DVCLive

DVCLive has no write-up on Specifiction yet; its figures are above.

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Guild AI

Guild AI has no write-up on Specifiction yet; its figures are above.

Visit guildai.org