ZebraOps

Local-first, open-source MLOps platform for ML beginners and small teams.

Documentation

• Tutorial: Quick Start
• API Documentation
• Best Practices
• Operations & Troubleshooting
• Release Guide

Quick Start

pip install zebraops
mlops init-project
mlops up
mlops doctor
mlops init my_model
mlops ingest my_dataset /path/to/data.csv
mlops train my_model my_dataset

Features

• mlops CLI with full lifecycle: init, ingest, train, eval, promote, serve, monitor
• Contract-first model specs and immutable dataset manifests
• MLflow tracking, model registry, and promotion gates
• Prefect orchestration for reproducible pipelines
• FastAPI serving with Prometheus metrics
• Evidently drift monitoring with retrain recommendations
• Docker Compose local devstack (Postgres, MinIO, Grafana, Prometheus)
• Profile adapters for Vast, SageMaker, Vertex (extensible)

License

Apache License 2.0. See LICENSE.