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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
331
Forks
26
Open Issues
6
Watchers
3
Contributors
3
Weekly Commits
0
Language
Rust
License
NOASSERTION
Last Commit
Oct 14, 2026
Created
Jan 12, 2026
Latest Release
v0.5.0
Release Date
May 8, 2026
Synced: Oct 27, 2026
Quality Scores
Documentation Qualityw: 20%
5.4

Has docs site (https://pmetal.io). Description: 148 chars. Stars signal: 331. Contributors: 3. Score: 5.4/10

Community Healthw: 20%
2.9

Stars: 331. Contributors: 3. Watchers: 3. Forks: 26. Issue ratio: 1.8%. Score: 2.9/10

Maintenance Velocityw: 15%
6.5

Last commit: 12d ago. Weekly commits: 0. Latest release: v0.5.0. Score: 6.5/10

API Design & DXw: 20%
7.1

Stars/issues ratio: 55. Typed language: Rust. Has documentation site. License: NOASSERTION. Popularity signal: 331 stars. Score: 7.1/10

Production Readinessw: 15%
3.8

Battle-tested: 331 stars. Peer review: 3 contributors. Versioned: v0.5.0. Licensed: NOASSERTION. Age: 0.8 years. Maintenance: last commit 12d ago. Score: 3.8/10

Ecosystem Integrationw: 10%
4.6

Fork interest: 26. Major ecosystem: Rust. License: NOASSERTION. Adoption: 331 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
Epistates/pmetal — 5.1/10 — AI/LLM Repository Review — StackQuadrant