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 • individual
Stars
26,193
Using upstream star count
Forks
5,794
Using upstream fork count
Open Issues
0
Activity Score
0/100
638 commits in 30d
Created
Jun 5, 2018
Project creation date
README Summary
<h1 align="center" style="border-bottom: none"> <a href="https://mlflow.org/"> <img alt="MLflow logo" src="https://raw.githubusercontent.com/mlflow/mlflow/refs/heads/master/assets/logo.svg" width="200" /> </a> </h1> <h2 align="center" style="border-bottom: none">The Open Source AI Engineering Platform</h2>
Community Evaluation
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AI Agent DevelopmentHyperparameter TuningLLM Application ManagementML Experiment TrackingMLOps EngineeringML Pipeline OrchestrationML ReproducibilityML Workflow ManagementModel DeploymentModel EvaluationModel Lifecycle ManagementModel MonitoringModel RegistryModel VersioningProduction ML Systems
Tags
AI Agent DevelopmentHyperparameter TuningLLM Application ManagementML Experiment TrackingMLOps EngineeringML Pipeline OrchestrationML ReproducibilityML Workflow ManagementModel DeploymentModel EvaluationModel Lifecycle ManagementModel MonitoringModel RegistryModel VersioningProduction ML SystemsAI AgentsAutoGenDSPyDeep LearningDockerEvalsForkedJavaScriptKubernetesLangChainLarge Language ModelsLlamaIndexMLOpsMLflowMachine LearningOpen SourceOpenAIPythonReal-Time / StreamingSageMakerScikit-learnTutorialTypeScript
Taxonomy
category
Deployment Context
Modalities
Skill Areas
tag
Use Cases
Recent Activity
Updated 2 months ago
7 Days
136
30 Days
638
90 Days
2762
Fix conversation simulator default model encoding on Databricks (#21644)
Samraj Moorjani • Mar 13, 2026
Refactor GatewayBudgetPolicy to use nested BudgetDuration (#21653)
TomuHirata • Mar 13, 2026
Update Docker Actions from Node 16 to Node 24 in `push-images.yml` (#21672)
Copilot • Mar 13, 2026
Quality
production- Quality
- high
- Maturity
- production
Categories
MLOps & InfrastructurePrimaryRAG & RetrievalEvals & BenchmarkingObservability & MonitoringInference & ServingCloud & PlatformsLearning ResourcesFoundation ModelsAI AgentsML Platform & InfrastructureData Science & AnalyticsSearch & KnowledgeOther AI / ML
PM Skills
Scale & ReliabilityData & EvaluationAI-Native Architecture
Languages
Python100.0%
Timeline
- Project created
- Jun 5, 2018
- Forked
- Mar 13, 2026
- Your last push
- 2 months ago
- Upstream last push
- 16 days ago
- Tracked since
- Mar 13, 2026
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