MLflow
PlatformDatabricksactive
Open-source platform for managing the end-to-end machine-learning and generative-AI lifecycle, including tracking, evaluation, observability, registry and deployment.
- Jun 5, 2018
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- Yes
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- 3
Products
| Name | Type | Category | Launched | Latest release | Status |
|---|---|---|---|---|---|
| MLflow 3 | Product | — | Jun 2025 | MLflow 3 launches | active |
| MLflow Tracing | Product | — | Jun 2024 | MLflow Tracing introduced | active |
| MLflow AI Gateway | Product | — | Jun 2023 | MLflow AI Gateway launched | integrated into Mosaic AI Gateway |
| MLflow Model Registry | Product | — | Oct 2019 | MLflow Model Registry introduced | active |
| MLflow Tracking | Product | — | Jun 2018 | — | active |
Releases
Oct 17, 2022MLflow 2.0 announcedFeature update
MLflow 2.0 expanded evaluation, pipelines and deployment workflows for production machine learning.
Feb 21, 2019MLflow reaches 1.0Feature update
MLflow 1.0 marked the first stable major release of the open-source ML lifecycle platform.
Jun 5, 2018MLflow open-sourcedProduct launch
Databricks introduced MLflow as an open-source platform for managing the machine-learning lifecycle.