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realizar

v0.8.3 Experimental

Pure Rust ML inference engine built from scratch - model serving for GGUF and safetensors

MIT Edition 2021 MSRV 1.89
ScienceWeb programming::HTTP server #machine-learning#inference#transformer#gguf#model-serving

Quick Verdict

  • โœ“Actively maintained (updated 11d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Trusted by 114 crates
  • !Heavy dependency tree (61 direct deps)
  • โœ“Permissive license (MIT)

Security

Checking security advisories...
Downloads
4.8K
Dependents
114
Releases
34
Size
6.1MB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

2.0K downloads in the last 30 days (66/day), up 58% from the previous period.

๐Ÿ”—
Moderate adoption

114 crates depend on realizar. Reasonable ecosystem adoption, though not yet a core dependency.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 160 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

๐Ÿ“ฆ
Heavy dependency tree

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

๐Ÿ“
Large crate size

6.1MB is relatively large. May impact download and compile times.

๐ŸŒŸ
Used by top crates

Notable dependents include trueno-viz, trueno-rag, entrenar, whisper-apr, apr-cli. When high-quality crates choose realizar, it's a strong quality signal.

Health Breakdown

Maintenance 19/25

Recency, release consistency, active ratio

Quality 10/25

Yanked ratio, deps, size, maturity, features

Community 12/20

Reverse deps, ownership, ecosystem

Popularity 4/15

Downloads, momentum, growth trend

Documentation 15/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
49/day avg+75%
010020030012/291/162/32/213/113/28

Top Dependents

Version Adoption

v0.6.10
25%
v0.8.1
23%
v0.8.3
21%
v0.6.11
17%
v0.8.0
14%

Release Timeline

34 releasessince 2025
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2025
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Feature Flags

default =["server", "cli", "gpu"]

cli*gpu*tuicudafulltracelambdaserver*minimalkv-cacheregistrydhat-heapbench-httpheavy-testsvisualizationalimentar-dataaprender-serveapr-compressionload-test-enabled

README

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Maintainers

Dependencies
61
direct dependencies
Dependents
114
crates depend on realizar

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