By mlc-ai
mlc-llm
Universal LLM Deployment Engine with ML Compilation
Filed under Edge & On-Device AI. Status: Published
- Stars
- 22.7k
- Forks
- 2.1k
- Open issues
- 312
- Last commit
- 20d ago
- Stats refreshed
- Refreshed Jun 1, 2026
On the maker
Pricing
Open-source
Field notes
No field notes yet.
Field notes for mlc-llm will land here when sources support a confident take ; synthesized from postmortems, vendor retros, dev-team blogs, deeply-engaged GitHub issues, and our own builds.
Coverage isn’t promised on every tool ; empty sections are honest. Field notes are curated, not generated from vendor copy.
Benchmarks
Scores aren’t in yet.
We’re wiring up SWE-bench, Aider Polyglot, and a custom dev-task suite next. Methodology will be public; vendor pre-notification is 48 hours.
View benchmarksHow we make money
This directory is supported by display advertising. Advertisers do not influence editorial rankings, benchmark scoring, or which tools are featured. Tools are ordered by data.