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MLC LLM

Universal LLM Deployment Engine with ML Compilation

GitHub ↗Website ↗Apache-2.0⚡ Inference

At a glance

Is this tool relevant to you?

What it does

Universal LLM Deployment Engine with ML Compilation

May suit

People who need to run, serve, or optimize AI models.

Before you try it

The repository reports a Apache-2.0 license. Setup difficulty and device support still need to be checked upstream.

Evidence & freshness

What we know, and how recently we checked

Basic listing· 2026-10-04 09:17 UTC

This record comes from the wider automated directory. It has not yet passed the stronger catalog verification checks.

Source
Automated project sync
Checked
2026-10-04 09:17 UTC
Snapshot evidence level
Limited confidence
Maintenance signal
Healthy62/100

Generally healthy automated signals, with some areas worth checking in the breakdown.

The health score is an automated maintenance signal, not a security audit or a guarantee that the tool fits your needs.

How verification and health scoring work

Catalog-verified records use a timestamped GitHub snapshot that passed source and completeness checks. Basic listings come from the wider automated sync and have not yet passed that stronger verification path.

Health combines recent activity, commit frequency, issue handling, contributor depth, release cadence, documentation, and community signals. Missing evidence lowers how much confidence you should place in the number.

Read the full methodology →
⭐
22.6K
Stars
🍴
2.0K
Forks
👥
164
Contributors
💚
Healthy62/100
Health Score

Star History

05.7K11.3K17.0K22.6K2023/4/292025/2/172026/5/12

Health Score Breakdown

Star Momentum
52
Commit Frequency
18
Issue Health
80
Contributors
100
Release Cadence
10
Documentation
100
Community Signal
100

Project Info

Language
Python
License
Apache-2.0
Last Commit
2026-05-11 22:52 UTC
Last Release
N/A
Open Issues
310
Bus Factor
10
Commits/Week
3.6
Avg Issue Close
5.1 days
language-modelllmmachine-learning-compilationtvm

Project Badge

Embed a live health badge in a README or docs page.

MLC LLM AI Tools Scout badge
[![AI Tools Scout](https://ai-tools-scout.com/api/badge/mlc-llm?metric=health&style=shield)](https://ai-tools-scout.com/projects/mlc-llm)

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