XetHub vs DVC
ML versioning should streamline workflows, not introduce more friction.
XetHub brings true Git versioning and visualizations to your ML models and datasets to create a single source of truth — fast, easy, and free for public use.
Git just works. No extra files or commands.
Pull latest
git pull
git pull
dvc pull
Add file
git add file
dvc add file
git add file .gitignore
Checkout branch
git checkout branch
git checkout branch
dvc checkout
Push changes
git push
git push
dvc push
3 reasons to choose XetHub over DVC
Easy setup
No S3? No problem. No remote servers to provision or manage. XetHub scales Git to support 100TB+ repos.
Install the XetData GitHub app to add large file support to your GitHub repos or simply store everything in XetHub.
VPC deployment also supported.
Fast and free
5x faster than DVC and free for all public repositories. Pure usage-based pricing for private usage over 10GB.
Instantly stream files with mount or fsspec from your machine or container.
Read our benchmarking post.
Visualized versioning
Go beyond opaque pointer files to actually see what changed in your repository.
Review changes in data and models alongside your code with automatic visualizations to streamline your change review workflow.
Versioning built for ML
