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.

5.1
GitHub Metrics
Stars
293
Forks
20
Open Issues
5
Watchers
2
Contributors
1
Weekly Commits
0
Language
Rust
License
NOASSERTION
Last Commit
May 8, 2026
Created
Jan 12, 2026
Latest Release
v0.5.0
Release Date
May 8, 2026
Synced: Jun 3, 2026
Quality Scores
Documentation Qualityw: 20%
5.4

Has docs site (https://pmetal.io). Description: 148 chars. Stars signal: 293. Contributors: 1. Score: 5.4/10

Community Healthw: 20%
2.5

Stars: 293. Contributors: 1. Watchers: 2. Forks: 20. Issue ratio: 1.7%. Score: 2.5/10

Maintenance Velocityw: 15%
7.3

Last commit: 26d ago. Weekly commits: 0. Latest release: v0.5.0. Score: 7.3/10

API Design & DXw: 20%
7.1

Stars/issues ratio: 59. Typed language: Rust. Has documentation site. License: NOASSERTION. Popularity signal: 293 stars. Score: 7.1/10

Production Readinessw: 15%
3.4

Battle-tested: 293 stars. Peer review: 1 contributors. Versioned: v0.5.0. Licensed: NOASSERTION. Age: 0.4 years. Maintenance: last commit 26d ago. Score: 3.4/10

Ecosystem Integrationw: 10%
4.6

Fork interest: 20. Major ecosystem: Rust. License: NOASSERTION. Adoption: 293 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