Mlflow: Open-source platform for the machine learning lifecycle
MLflow | MLflow
ML and GenAI made simpleBuild better models and generative AI apps on a unified, end-to-end,open source MLOps platformCORE CONCEPTSBENEFITSFEATURESINTEGRATIONSLEARNING RESOURCESJoin thousands of users worldwideRun ML and generative AI projects that solve complex, real-world challengesWhat makes MLflow differentOpen SourceIntegrate with any ML library and platformComprehensiveManage end-to-end ML and GenAI workflows, from development to productionUnifiedUnified platform for both traditional ML and GenAI applicationsStreamline your entire ML and generative AI lifecycle in a dynamic landscapeGenerative AIDeep LearningTraditional MLEvaluationModel ManagementImprove generative AI qualityEnhance LLM observability with tracingBuild applications with prompt engineeringTrack progress during fine tuningPackage and deploy modelsSecurely host LLMs at scale with MLflow DeploymentsRun MLflow anywhereMLflow integrates with these tools and platformsGet started with how-to guides, tutorials and everything you needLLMsDeep LearningTraditional MLTrackingDeploymentJoin our growing community14M+ monthly downloads600+ contributors worldwideLatest release notesLatest blog posts