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candle-transformers

v0.9.2 Growing

Minimalist ML framework.

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

Quick Verdict

  • โœ“Actively maintained (updated 62d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Massive adoption (1.3K crates depend on it)
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

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Downloads
1.3M
Dependents
1.3K
Releases
33
Size
475KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

230.5K downloads in the last 30 days (7.7K/day), up 42% from the previous period.

๐Ÿ”—
Widely adopted

1.3K 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, moshi-server, gibberish-or-not. When high-quality crates choose candle-transformers, it's a strong quality signal.

Health Breakdown

Maintenance 15/25

Recency, release consistency, active ratio

Quality 15/25

Yanked ratio, deps, size, maturity, features

Community 15/20

Reverse deps, ownership, ecosystem

Popularity 7/15

Downloads, momentum, growth trend

Documentation 10/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
5K/day avg+122%
02K4K6K8K10K12/291/162/32/213/113/28

Top Dependents

Version Adoption

v0.9.1
48%
v0.8.4
18%
v0.9.2
14%
v0.6.0
10%
v0.4.1
10%

Release Timeline

33 releasessince 2023
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2023
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2024
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2026
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Feature Flags

mklcudacudnnmetalaccelerateflash-attn

README

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Maintainers

Dependencies
14
direct dependencies
Dependents
1.3K
crates depend on candle-transformers

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