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candle-transformers

v0.11.0 Growing

Minimalist ML framework.

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

Quick Verdict

  • โœ“Actively maintained (updated 17d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Massive adoption (2.9K crates depend on it)
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

Checking security advisories...
Downloads
2.5M
Dependents
2.9K
Releases
37
Size
515KB

Deep Insights

๐Ÿ“Š
Steady growth

389.8K downloads in the last 30 days (13.0K/day), up 7% from the previous period.

๐Ÿ”—
Widely adopted

2.9K crates depend on candle-transformers. Strong ecosystem adoption means battle-tested code and long-term stability.

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-transformers hasn't reached 1.0 yet. Expect potential API changes between versions.

๐ŸŒŸ
Used by top crates

Notable dependents include lancedb, candle-examples, moshi, gibberish-or-not, embed_anything. When high-quality crates choose candle-transformers, it's a strong quality signal.

Health Breakdown

Maintenance 19/25

Recency, release consistency, active ratio

Quality 14/25

Yanked ratio, deps, size, maturity, features

Community 16/20

Reverse deps, ownership, ecosystem

Popularity 8/15

Downloads, momentum, growth trend

Documentation 10/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
11K/day avg-37%
05K10K15K20K4/265/146/16/197/77/24

Top Dependents

Version Adoption

v0.9.1
45%
v0.9.2
32%
v0.10.2
20%
v0.11.0
2%
v0.9.2-alpha.1
1%

Release Timeline

10 releasessince 2025
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2026
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Feature Flags

mklcudacudnnmetalaccelerateflash-attnmetal-debug-labels

README

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Maintainers

Dependencies
14
direct dependencies
Dependents
2.9K
crates depend on candle-transformers

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