ATOM (atom-ai): code snapshot (100fae0 + batched-train), README with measured numbers, curated checkpoints
9f1076a verified | """ | |
| Toroidal Fractal Intelligence — A continuous structured learning architecture. | |
| This package implements a novel AI architecture based on toroidal fractal | |
| dynamics, where intelligence emerges from the continuous transformation of | |
| tokens into structured atoms that interact, aggregate, abstract, and consolidate. | |
| Key features: | |
| - Token → Toroidal Atom conversion | |
| - Fractal superposition state | |
| - RK4 dynamics integration | |
| - Hierarchical aggregation | |
| - Dynamic abstraction | |
| - Continuous consolidation | |
| - Infinite trainability | |
| Usage: | |
| from toroidal_fractal_intelligence import create_model, train, chat | |
| model = create_model() | |
| result = train(model, max_steps=10000) | |
| response = chat(model, "Once upon a time") | |
| """ | |
| if __package__: | |
| from .src.toroidal.model import ToroidalFractalIntelligence | |
| from .src.main import create_model, train, chat, interactive_chat | |
| else: | |
| from src.toroidal.model import ToroidalFractalIntelligence | |
| from src.main import create_model, train, chat, interactive_chat | |
| __version__ = "0.1.0" | |
| __all__ = [ | |
| "ToroidalFractalIntelligence", | |
| "create_model", | |
| "train", | |
| "chat", | |
| "interactive_chat", | |
| ] | |