| .. | ||
| Smoothness_Lab | ||
| bbam.onnx | ||
| bbcr.onnx | ||
| bbmc.onnx | ||
| bbpf.onnx | ||
| README.md | ||
WFGY – Public API Specs & ONNX Graphs
Version 1.0 · last updated 2025-06-12
WFGY is open by design.
To guarantee that each module can be inspected, audited, or re-implemented,
we publish (1) a concise API spec and (2) a lightweight ONNX graph for every
core component.
Download the .onnx files and open them in Netron
or any ONNX viewer to see the exact computation graph—no black box, no
hidden layers.
| Module | API spec | ONNX graph |
|---|---|---|
| BBMC Semantic Residue |
bbmc_api.md |
onnx/bbmc.onnx |
| BBPF Progression Flow |
bbpf_api.md |
onnx/bbpf.onnx |
| BBCR Collapse–Rebirth |
bbcr_api.md |
onnx/bbcr.onnx |
| BBAM Attention Modulator |
bbam_api.md |
onnx/bbam.onnx |
Re-exporting the graphs
All four graphs are intentionally tiny (~20 KB each) so they build in seconds and reveal the tensor flow without shipping proprietary weights.
# in repo root
python export_onnx.py
This script recreates the folder structure:
specs/
├── onnx/
│ ├── bbam.onnx
│ ├── bbcr.onnx
│ ├── bbmc.onnx
│ └── bbpf.onnx
└── *.md # human-readable API specs
Feel free to replace these dummy graphs with full-precision weights if you need exact numerical reproduction.
License & Citation
The API descriptions and ONNX graphs are released under the MIT license. If you use WFGY in research, please cite the Zenodo release:
PSBigBig, “WFGY 1.0: A Self-Healing Variance Gate for LLMs,”
Any issue / PR is welcome—open science thrives on transparency.
---
### Will Colab runs change after adding this folder?
No. `specs/` is pure documentation.
All examples (`example_01`–`08`), tests, and the SDK itself remain identical,
so you can keep running the original Colab notebook without any modification.
🧭 Explore More
| Module | Description | Link |
|---|---|---|
| WFGY Core | WFGY 2.0 engine is live: full symbolic reasoning architecture and math stack | View → |
| Problem Map 1.0 | Initial 16-mode diagnostic and symbolic fix framework | View → |
| Problem Map 2.0 | RAG-focused failure tree, modular fixes, and pipelines | View → |
| Semantic Clinic Index | Expanded failure catalog: prompt injection, memory bugs, logic drift | View → |
| Semantic Blueprint | Layer-based symbolic reasoning & semantic modulations | View → |
| Benchmark vs GPT-5 | Stress test GPT-5 with full WFGY reasoning suite | View → |
| 🧙♂️ Starter Village 🏡 | New here? Lost in symbols? Click here and let the wizard guide you through | Start → |
👑 Early Stargazers: See the Hall of Fame —
Engineers, hackers, and open source builders who supported WFGY from day one.
⭐ WFGY Engine 2.0 is already unlocked. ⭐ Star the repo to help others discover it and unlock more on the Unlock Board.
