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Analyze AI model internals. Visualize layers, heads, topology. Like an MRI for AI models.
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README.md

Organ Architect

Part of the Inference-X Ecosystem

License: BSL-1.1

Analyze AI model internals. Like an MRI for AI models.

Before transplanting organs between models, you need to understand what's inside. Organ Architect visualizes layers, attention heads, and topology of GGUF models.

Deploy

pip install fastapi uvicorn python-multipart
python organ_architect.py
# → Web UI + API at http://localhost:7940

API

GET  /              — Web interface (upload GGUF)
POST /analyze       — Analyze GGUF model architecture
POST /extract-spec  — Get transplantation specification
GET  /health        — Service status

Use Cases

  • Understand model architecture before fine-tuning
  • Identify transplantable components
  • Compare architectures across model families
  • Plan organ extraction strategies

Roadmap

  • Attention pattern visualization
  • Weight distribution analysis
  • Layer similarity comparison
  • Automatic organ boundary detection
  • Export to Organ Store format

Built in Morocco for the world. 🇲🇦

License

Business Source License 1.1 Author: Salka Elmadani