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mamba-rs

v0.4.2 Experimental

Mamba SSM and Mamba-3 SISO in Rust with optional CUDA GPU acceleration. Inference and training (BPTT through SSM state, AdamW), CPU + GPU paths, custom CUDA kernels, CUDA Graph capture, f32 / bf16 / f16. Opt-in deterministic training (bit-identical runs, batch-invariant inference) with a tensor-core tier that beats cuBLAS on LLM-sized models.

MIT OR Apache-2.0 Edition 2024 MSRV 1.94
ScienceMathematics #deep-learning#cuda#ssm#state-space-model#mamba

Quick Verdict

  • โœ“Actively maintained (updated 31d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

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Downloads
217
Dependents
0
Releases
12
Size
611KB

Deep Insights

๐Ÿ“‰
Download decline

36 downloads in the last 30 days, down 25% from the previous period. May indicate migration to alternatives.

Health Breakdown

Maintenance 17/25

Recency, release consistency, active ratio

Quality 13/25

Yanked ratio, deps, size, maturity, features

Community 6/20

Reverse deps, ownership, ecosystem

Popularity 3/15

Downloads, momentum, growth trend

Documentation 15/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
0/day avg
04/265/146/16/197/77/24

Version Adoption

v0.3.1
37%
v0.4.2
18%
v0.1.2
15%
v0.1.3
15%
v0.1.4
15%

Release Timeline

10 releasessince 2026
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Feature Flags

hfclicudagemm-blasaccelerate

README

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Maintainers

Dependencies
13
direct dependencies
Dependents
0
crates depend on mamba-rs

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