KOKOSde/attribution-graph-optimization
54
4.76x Faster Attribution Graph Generation for LLMs and VLMs - Achieves 79% speedup by eliminating Python loops and vectorizing GPU operations. Works with GPT, LLaMA, Qwen, LLaVA, CLIP
What's novel
4.76x Faster Attribution Graph Generation for LLMs and VLMs - Achieves 79% speedup by eliminating Python loops and vectorizing GPU operations. Works with GPT, LLaMA, Qwen, LLaVA, CLIP
Score Breakdown
Innovation
4 (25%)
Craft
52 (35%)
Traction
6 (15%)
Scope
54 (25%)
Signal breakdown
Innovation
Not Fork+1
Code Novelty+0
Unique Niche+1
Concept Novelty+2
Craft
Ci-1
Tests+3
Polish+1
Releases+0
Has License+5
Code Quality+12
Readme Quality+15
Recent Activity+7
Structure Quality+5
Commit Consistency+0
Has Dependency Mgmt+5
Traction
Forks+0
Stars+6
Hn Points+0
Watchers+0
Early Traction+0
Devto Reactions+0
Community Contribs+0
Scope
Commits+5
Languages+5
Subsystems+10
Bloat Penalty+0
Completeness+7
Contributors+5
Authored Files+8
Readme Code Match+3
Architecture Depth+3
Implementation Depth+8
Evidence
Commits
11
Contributors
1
Files
18
Active weeks
2
TestsCI/CDREADMELicenseContributing
Repository
Language
Python
Stars
1
Forks
0
License
MIT