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god-gragh

v0.5.0 Experimental

A graph-based LLM white-box optimization toolbox: topology validation, Lie group orthogonalization, tensor ring compression

MIT OR Apache-2.0 Edition 2021 MSRV 1.85
AlgorithmsData structuresScienceCompilers #graph#tensor#optimization#topology#llm

Quick Verdict

  • โœ“Actively maintained (updated 58d ago)
  • !Pre-1.0: API may have breaking changes
  • !Heavy dependency tree (25 direct deps)
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

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Downloads
81
Dependents
0
Releases
6
Size
653KB

Deep Insights

๐Ÿ“‰
Download decline

9 downloads in the last 30 days, down 87% from the previous period. May indicate migration to alternatives.

๐Ÿ“ฆ
Heavy dependency tree

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

Health Breakdown

Maintenance 16/25

Recency, release consistency, active ratio

Quality 13/25

Yanked ratio, deps, size, maturity, features

Community 6/20

Reverse deps, ownership, ecosystem

Popularity 2/15

Downloads, momentum, growth trend

Documentation 15/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
0/day avg
02/263/164/34/215/95/26

Version Adoption

v0.5.0
25%
v0.4.2-beta
20%
v0.4.0-beta
19%
v0.4.3-beta
19%
v0.3.1-beta
17%

Release Timeline

6 releasessince 2026
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Feature Flags

default =["std", "parallel"]

dotllmstd*randsimdserdematrixtensorcad-llmparallel*unstabletensor-mltokenizertensor-gnntensor-gpurand_chachasafetensorstensor-fulltensor-pooltransformertensor-batchtensor-serderayon-supporttensor-candletensor-sparsetensor-autogradtensor-inference

README

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Maintainers

Dependencies
25
direct dependencies
Dependents
0
crates depend on god-gragh

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