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hanzo-ml

v0.11.54 Experimental

Fast multi-backend tensor & ML framework for Rust (CPU/CUDA/Metal/Vulkan/ROCm) with quantization — the compute core of the Hanzo stack.

BSD-3-Clause OR Apache-2.0 Edition 2021
Science #machine-learning#tensor#blas

Quick Verdict

  • Actively maintained (updated 0d ago)
  • !Pre-1.0: API may have breaking changes
  • !Heavy dependency tree (33 direct deps)
  • Permissive license (BSD-3-Clause OR Apache-2.0)

Security

Checking security advisories...
Downloads
2.9K
Dependents
36
Releases
49
Size
828KB

Deep Insights

📈
Strong growth momentum

2.6K downloads in the last 30 days (87/day), up 2061% from the previous period.

👤
Prolific maintainer

The primary maintainer publishes 118 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

📦
Heavy dependency tree

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

🌟
Used by top crates

Notable dependents include hanzo-nn, hanzo-flash-attn, hanzo-transformers, hanzo-engine, hanzo-datasets. When high-quality crates choose hanzo-ml, it's a strong quality signal.

Health Breakdown

Maintenance 19/25

Recency, release consistency, active ratio

Quality 12/25

Yanked ratio, deps, size, maturity, features

Community 9/20

Reverse deps, ownership, ecosystem

Popularity 4/15

Downloads, momentum, growth trend

Documentation 10/15

Docs, repo, license, metadata

Download Trend

Daily downloads · last 90 days
31/day avg+569%
01002003004/265/146/16/197/77/24

Top Dependents

Version Adoption

v0.11.43
76%
v0.11.48
13%
v0.11.42
4%
v0.11.46
4%
v0.11.51
4%

Release Timeline

10 releasessince 2026
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Feature Flags

ugmklcudancclrocmwgpucudnnmetalvulkanacceleraterocm-miopen

README

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Maintainers

Dependencies
33
direct dependencies
Dependents
36
crates depend on hanzo-ml

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