Library/mlflow
Library/mlflowForked

mlflow/mlflow

mlflow

The open source AI engineering platform. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI agents, LLM applications, and ML models while controlling costs and managing access to models and data.

Builder

mlflow

mlflow

mlflow • individual

Stars

24,996

Using upstream star count

Forks

5,500

Using upstream fork count

Open Issues

0

Activity Score

0/100

956 commits in 30d

Created

Jun 5, 2018

Project creation date

README Summary

MLflow is an open-source AI engineering platform that provides comprehensive tools for managing the complete machine learning lifecycle. It enables teams to debug, evaluate, monitor, and optimize production-quality AI agents, LLM applications, and ML models while controlling costs and managing access. The platform supports experiment tracking, model versioning, deployment, and monitoring capabilities for ML teams of all sizes.

AI Dev Skills

Unmapped

ML Experiment TrackingModel Lifecycle ManagementML Pipeline OrchestrationModel DeploymentModel MonitoringML ReproducibilityModel RegistryHyperparameter TuningModel VersioningML Workflow ManagementProduction ML SystemsMLOps EngineeringModel EvaluationAI Agent DevelopmentLLM Application Management

Tags

ML Experiment TrackingModel Lifecycle ManagementML Pipeline OrchestrationModel DeploymentModel MonitoringML ReproducibilityModel RegistryHyperparameter TuningModel VersioningML Workflow ManagementProduction ML SystemsMLOps EngineeringModel EvaluationAI Agent DevelopmentLLM Application ManagementLLM Application Lifecycle ManagementAI Cost ManagementImageModel Deployment and ServingMultimodalLarge Language Model ManagementVideoModel Governance and ComplianceTextAI ObservabilityModel Registry and VersioningExperiment TrackingMachine Learning Operations (MLOps)Model Packaging and ContainerizationML Experiment Tracking and ComparisonCloud APICost Optimization for ML WorkloadsDocker ContainersML Metadata ManagementAgentic AIML Pipeline ManagementMLOps and ML EngineeringOn-premiseDistributed ML TrainingServerlessAutomated Model DeploymentLarge Language Model OperationsProduction Model MonitoringA/B Testing for ML ModelsModel Version Control and RegistrySelf-hostedProduction AI SystemsCollaborative ML DevelopmentModel Monitoring and EvaluationCompound AI SystemsAudioKubernetesAI Agent Development and ManagementHyperparameter OptimizationTabularML Model Performance EvaluationPython

Taxonomy

Recent Activity

Updated 1 months ago

7 Days

235

30 Days

956

90 Days

2949

Quality

production
Quality
high
Maturity
production

Categories

Other AI / MLPrimaryEvals & BenchmarkingObservability & MonitoringInference & ServingML Platform & InfrastructureCoding & Dev ToolsFinance & LegalFoundation ModelsAI AgentsMultimodal AIMLOps & InfrastructureDev Tools & AutomationModel TrainingGenerative Media

PM Skills

Scale & Reliability

Languages

Python100.0%

Timeline

Project created
Jun 5, 2018
Forked
Mar 13, 2026
Your last push
1 months ago
Upstream last push
6 days ago
Tracked since
Mar 13, 2026

Similar Repos

pgvector cosine similarity · $0

Loading…