[Submission] CollapseGrammar Optimizer (GH v1.0) by FlameSovereign #358
Description
Repository
https://github.com/FlameSovereign/CollapseGrammarOptimizer-vGH1
Description
CollapseGrammar-GH is a grammar-based optimizer framework that prevents collapse through entropy-aware feedback and lifecycle control. Written by FlameSovereign, April 2025. Released under CC BY-NC 4.0.
Key Highlights
- GH-trace seed structure with instability suppression
- Jacobian × Δθ Gate
- Meta-Hessian initialization and closure
- Licensed for research use only
Usage
from torch.hub import load
optimizer = load('FlameSovereign/CollapseGrammarOptimizer-vGH1', 'collapse_grammar_optimizer_vgh1')