44
pmetal
v0.5.0 ExperimentalHigh-performance LLM fine-tuning framework for Apple Silicon
MIT OR Apache-2.0 Edition 2024 MSRV 1.89
Quick Verdict
- ✓Actively maintained (updated 17d ago)
- !Pre-1.0: API may have breaking changes
- !Heavy dependency tree (48 direct deps)
- ✓Permissive license (MIT OR Apache-2.0)
Security
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Downloads
321
Dependents
12
Releases
19
Size
354KB
Deep Insights
📈
Strong growth momentum
44 downloads in the last 30 days (1/day), up 91% from the previous period.
👤
Prolific maintainer
The primary maintainer publishes 101 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.
📦
Heavy dependency tree
48 direct dependencies. Consider the impact on compile times and supply chain complexity.
⚠️
Notable yanked versions
26% of releases have been yanked. Check version history before pinning.
Health Breakdown
Maintenance 12/25
Recency, release consistency, active ratio
Quality 8/25
Yanked ratio, deps, size, maturity, features
Community 9/20
Reverse deps, ownership, ecosystem
Popularity 3/15
Downloads, momentum, growth trend
Documentation 12/15
Docs, repo, license, metadata
Download Trend
Daily downloads · last 90 days
0/day avg
Version Adoption
v0.4.0
39%
v0.5.0
22%
v0.3.5
13%
v0.3.7
13%
v0.3.6
13%
Release Timeline
10 releases5 yankedsince 2026
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2026
10
LessMore|Yanked
Feature Flags
default =["cli", "dashboard", "trainer", "lora", "merge", "ane", "distributed"]
ane*cli*hubmcpmhcmlxcoredatafullgguflora*merge*metalservemodelsdistilltrainer*vocoderdashboard*distributed*native-onlylora-metal-fused
README
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Maintainers
Dependencies
48
direct dependencies
Dependents
12
crates depend on pmetal