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candle-flash-attn

v0.10.2 Growing

Flash attention layer for the candle ML framework.

MIT OR Apache-2.0 Edition 2021
Science #machine-learning#tensor#blas

Quick Verdict

  • โœ“Actively maintained (updated 54d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Trusted by 381 crates
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

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Downloads
85.4K
Dependents
381
Releases
36
Size
56KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

16.2K downloads in the last 30 days (541/day), up 86% from the previous period.

๐Ÿ”—
Moderate adoption

381 crates depend on candle-flash-attn. Reasonable ecosystem adoption, though not yet a core dependency.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 58 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

๐Ÿ”ฌ
Pre-1.0 for over a year

Despite being 2+ years old, candle-flash-attn hasn't reached 1.0 yet. Expect potential API changes between versions.

๐ŸŒŸ
Used by top crates

Notable dependents include candle-transformers, candle-examples, moshi, mistralrs-core, embed_anything. When high-quality crates choose candle-flash-attn, it's a strong quality signal.

Health Breakdown

Maintenance 16/25

Recency, release consistency, active ratio

Quality 16/25

Yanked ratio, deps, size, maturity, features

Community 16/20

Reverse deps, ownership, ecosystem

Popularity 6/15

Downloads, momentum, growth trend

Documentation 10/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
337/day avg+149%
02004006008001K2/263/164/34/215/95/26

Top Dependents

Version Adoption

v0.9.2
55%
v0.10.2
22%
v0.9.1
19%
v0.9.0
2%
v0.9.0-alpha.5
2%

Release Timeline

10 releasessince 2025
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Feature Flags

cudnn

README

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Maintainers

Dependencies
5
direct dependencies
Dependents
381
crates depend on candle-flash-attn

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