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pmetal-core

v0.5.0 Experimental

Core types, traits, and configuration for PMetal LLM fine-tuning

MIT OR Apache-2.0 Edition 2024 MSRV 1.89
AlgorithmsScience #machine-learning#mlx#llm#fine-tuning#apple-silicon

Quick Verdict

  • โœ“Actively maintained (updated 17d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Trusted by 289 crates
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

Checking security advisories...
Downloads
1.1K
Dependents
289
Releases
19
Size
42KB

Deep Insights

๐Ÿ“Š
Steady growth

275 downloads in the last 30 days (9/day), up 3% from the previous period.

๐Ÿ”—
Moderate adoption

289 crates depend on pmetal-core. Reasonable ecosystem adoption, though not yet a core dependency.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 101 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

๐Ÿ“
Compact crate

At 41KB, pmetal-core is lightweight. Small crate size correlates with focused, well-scoped functionality.

๐ŸŒŸ
Used by top crates

Notable dependents include pmetal-metal, pmetal-mlx, pmetal-gguf, pmetal-models, pmetal-data. When high-quality crates choose pmetal-core, it's a strong quality signal.

Health Breakdown

Maintenance 12/25

Recency, release consistency, active ratio

Quality 15/25

Yanked ratio, deps, size, maturity, features

Community 13/20

Reverse deps, ownership, ecosystem

Popularity 4/15

Downloads, momentum, growth trend

Documentation 12/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
0/day avg
02/263/164/34/215/95/26

Top Dependents

Version Adoption

v0.4.0
65%
v0.5.0
12%
v0.3.7
9%
v0.3.9
9%
v0.3.6
5%

Release Timeline

10 releasessince 2026
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10
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Feature Flags

default =["ane"]

ane*

README

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Maintainers

Dependencies
7
direct dependencies
Dependents
289
crates depend on pmetal-core

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