
Everything you need to manage multimodal AI
DagsHub is a Git-based platform for data science and machine learning teams to version data, models, and experiments alongside their code in one place. Built on open standards like Git, DVC, and MLflow, it adds data versioning, experiment tracking, multimodal data annotation, and model management so teams can collaborate across the entire ML lifecycle.
Track changes to large datasets, code, and models built on Git and DVC, with full auditable history and the ability to roll back to any previous version.
A fully MLflow-compatible tracking server logs parameters, metrics, and artifacts, with interactive visualizations and comparison tools to evaluate model performance.
Label Studio-compatible annotation workspace with AI-assisted labeling for image, audio, video, text, documents, tabular, and 3D/point-cloud data.
Curate, query, filter, and visualize petabyte-scale multimodal datasets with metadata versioning and visual metadata editing.
Version, publish, and reproduce models, linking each model back to its experiment, data, and code, with model webhooks and deployment to your infrastructure.
Version and visually diff Jupyter notebooks so changes in exploratory work are tracked like any other artifact.
Log parameters, metrics, and artifacts with an MLflow-compatible server and tie each run back to the exact data and code version used.
Annotate and auto-label image, audio, video, and document datasets at scale with built-in Label Studio compatibility.
Version large datasets and models with DVC while keeping a full auditable lineage of changes across the team.
Host public repositories with unlimited collaborators to share data, models, and experiments with the community.
Bring your own S3, GCS, or Azure bucket so data stays in your cloud while DagsHub manages versioning and access.
Role-based access control, plus SSO/LDAP/OIDC, audit logs, and VPC/air-gapped on-prem installation on enterprise plans.

Enterprise AI platform for building, deploying, and governing production-quality AI agents