LUML

Open-source MLOps and LLMOps platform for building and deploying AI and ML models.

Data confidence90/100
Source coverage90/100
Publish confidence90/100
Evidence checkedSep 15, 2026
About this tool

What ToolVitals knows about LUML

Open-source MLOps and LLMOps platform for building and deploying AI and ML models.

This tool has an OSI-approved open-source license signal.

Commit continuity, contributor activity, and delivery signals are strong.

Source-visible projectMLOps PlatformsOSI-approved OSSScored Intelligence
Score Breakdown

Public signal read

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How to read this

The overall score reflects ToolVitals maintenance and delivery evidence. Adoption is shown as public context only and does not change the overall score.

Activity
Commit activity across recent and sustained windows, with releases as a small supporting signal.
Reliability
Maintenance posture from commit recency, continuity, and active contributors.
Adoption
Public footprint from GitHub stars and forks when available.
ToolVitals87/100Health89/100Shipping84/100Zombie Risk1/100
Overall Score87Active
Activity84
Reliability89
Adoption37
Project provenance

Fork network

Popular active forks

Highest GitHub star count first
ravvas/lumlLanguage unknown
Stars
0
Forks
0
Activity
Pushed 1mo ago
benczb/lumlLanguage unknown
Stars
0
Forks
0
Activity
Pushed 4mo ago
Repository

GitHub Activity

PY
luml-ai/luml
Stars210
Forks4
Contributors8Active in 90d · as of Sep 15, 2026
Open Issues13
Primary Language
Python
Last Commit
2 days ago
Commits 30d
14
Commits 90d
43
Releases 90d
2
Default Branch
main
License
Apache-2.0
Repository Status
Active repository
Evidence

Signal Quality

Data Confidence90/100Strong
Source Coverage90/100Strong
Publish Confidence90/100Strong

ConfidenceHigh-confidence score from multiple public signals.

Zombie RiskNo meaningful zombie signal right now.

How ToolVitals scores work
Openness

License Evidence

Class
OSI-approved OSS
License
Apache-2.0

This tool has an OSI-approved open-source license signal.

Sources

Tracked Sources

Profile

Classification

Category
Developer Tools
Use Case
MLOps Platforms
Openness
OSI-approved OSS
License
Apache-2.0
Tool Mode
Source-visible project
Score Model
Open Source Maintenance
Score Visibility
Scored Intelligence
Status
Active
Maintainers

README Badge

Show this ToolVitals status in project docs.

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For agents

Machine-readable profile

Use the clean Markdown or structured JSON representation from the same published ToolVitals evidence snapshot.

ToolVitals agent access guide
Latest

Recent Updates

Tags
mlopsllmopsmodel-deploymentaiopen-sourcemodel-registryexperiment-trackingmachine-learningai-lifecycleself-hostedcloud-agnosticpython-sdkmodel-monitoringartifact-versioning

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