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pmetal-metal

v0.4.0 Experimental

Metal GPU compute kernels for PMetal - FlashAttention and optimized ML primitives

MIT OR Apache-2.0 Edition 2024 MSRV 1.86
AlgorithmsScience #machine-learning#mlx#llm#fine-tuning#apple-silicon

Quick Verdict

  • โœ“Actively maintained (updated 4d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Trusted by 139 crates
  • !Heavy dependency tree (22 direct deps)
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

Checking security advisories...
Downloads
461
Dependents
139
Releases
18
Size
356KB

Deep Insights

๐Ÿ“Š
Download activity

461 downloads in the last 30 days (15/day avg).

๐Ÿ”—
Moderate adoption

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

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Prolific maintainer

The primary maintainer publishes 81 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

๐Ÿ“ฆ
Heavy dependency tree

22 direct dependencies. Consider the impact on compile times and supply chain complexity.

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Used by top crates

Notable dependents include pmetal-mlx, pmetal-models, pmetal-lora, pmetal-distill, pmetal-trainer. When high-quality crates choose pmetal-metal, it's a strong quality signal.

Health Breakdown

Maintenance 16/25

Recency, release consistency, active ratio

Quality 12/25

Yanked ratio, deps, size, maturity, features

Community 12/20

Reverse deps, ownership, ecosystem

Popularity 3/15

Downloads, momentum, growth trend

Documentation 12/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
5/day avg
01020304012/291/162/32/213/113/28

Top Dependents

Version Adoption

v0.1.2
36%
v0.2.1
18%
v0.3.9
17%
v0.3.6
15%
v0.3.4
14%

Release Timeline

18 releasessince 2026
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Feature Flags

default =["ane"]

ane*

README

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Maintainers

Dependencies
22
direct dependencies
Dependents
139
crates depend on pmetal-metal

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