STACKQUADRANT

Epistates/pmetal

Model Serving

PMetal: high-performance Apple Silicon framework for local LLM inference, LoRA/QLoRA fine-tuning, serving, quantization, and MLX/Metal acceleration.

5.0
GitHub Metrics
Stars
300
Forks
22
Open Issues
6
Watchers
3
Contributors
2
Weekly Commits
0
Language
Rust
License
NOASSERTION
Last Commit
Jun 5, 2026
Created
Jan 12, 2026
Latest Release
v0.5.0
Release Date
May 8, 2026
Synced: Jun 29, 2026
Quality Scores
Documentation Qualityw: 20%
5.4

Has docs site (https://pmetal.io). Description: 148 chars. Stars signal: 300. Contributors: 2. Score: 5.4/10

Community Healthw: 20%
2.7

Stars: 300. Contributors: 2. Watchers: 3. Forks: 22. Issue ratio: 2.0%. Score: 2.7/10

Maintenance Velocityw: 15%
7.2

Last commit: 23d ago. Weekly commits: 0. Latest release: v0.5.0. Score: 7.2/10

API Design & DXw: 20%
6.7

Stars/issues ratio: 50. Typed language: Rust. Has documentation site. License: NOASSERTION. Popularity signal: 300 stars. Score: 6.7/10

Production Readinessw: 15%
3.4

Battle-tested: 300 stars. Peer review: 2 contributors. Versioned: v0.5.0. Licensed: NOASSERTION. Age: 0.5 years. Maintenance: last commit 23d ago. Score: 3.4/10

Ecosystem Integrationw: 10%
4.6

Fork interest: 22. Major ecosystem: Rust. License: NOASSERTION. Adoption: 300 stars. Has web presence. Score: 4.6/10

Tags
aianeapple-silicondeep-learningdistillationfine-tuningggufinference-serverllmllm-inference
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration