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+---
+license: cc-by-nc-4.0
+tags:
+  - geometric deep learning
+  - SE(3)
+  - spatial reasoning
+  - AI geometry
+---
+
+<div align="center">
+
+# 🎯 GASM Weights
+## Geometric Attention for Spatial & Mathematical Understanding
+
+[![License: CC BY-NC 4.0](https://img.shields.io/badge/License-CC%20BY--NC%204.0-lightgrey.svg)](https://creativecommons.org/licenses/by-nc/4.0/)
+[![Hugging Face Space](https://img.shields.io/badge/🤗%20Hugging%20Face-Space-yellow)](https://huggingface.co/spaces/scheitelpunk/GASM)
+
+*Neural architecture for SE(3)-invariant spatial reasoning from natural language*
+
+</div>
+
+---
+
+## 🧠 About GASM
+
+**GASM** stands for **Geometric Attention for Spatial & Mathematical Understanding**
+
+This repository contains the pretrained model weights used in the live [Hugging Face Space](https://huggingface.co/spaces/scheitelpunk/GASM) to map input text into structured 3D spatial representations.
+
+### 🔬 Technical Components
+
+- 🗣️ **NLP**: spaCy-based entity & relation parsing
+- 📐 **Geometry**: Lie group operations in **SE(3)** space  
+- 🌀 **Optimization**: Riemannian curvature optimization
+
+---
+
+## 📂 Repository Contents
+
+| File | Description |
+|------|-------------|
+| `gasm_weights.pth` | PyTorch weights file used by the core GASM engine |
+
+---
+
+## 🚀 Quick Start
+
+Load the weights into your own pipeline using `huggingface_hub`:
+
+```python
+from huggingface_hub import hf_hub_download
+import torch
+
+# Download and load weights
+weights_path = hf_hub_download("scheitelpunk/gasm-weights", "gasm_weights.pth")
+model.load_state_dict(torch.load(weights_path))
+```
+
+---
+
+## 📄 License
+
+Released under **CC-BY-NC 4.0** - For research and non-commercial use only. All rights reserved, Versino PsiOmega GmbH
+
+### 📚 Citation
+
+If you use GASM or its weights, please cite:
+
+```bibtex
+@misc{gasm2025,
+  title={GASM: Geometric Attention for Spatial Understanding},
+  author={Michael Neuberger, Versino PsiOmega GmbH},
+  year={2025},
+  url={https://huggingface.co/spaces/scheitelpunk/GASM}
+}
+```
+
+---
+
+## 🔗 Related Repositories
+
+- 🔬 **[GASM Space](https://huggingface.co/spaces/scheitelpunk/GASM)** - Live demo
+- 💻 **[Source Code](https://github.com/scheitelpunk/GASM-Huggingface)** - Implementation
+
+---
+
+## 🙌 Contribute
+
+This is active research! If you'd like to extend GASM (e.g., add spatial relationships, languages, domains), feel free to fork and build upon it.
+
+<div align="center">
+
+**Made with ❤️ for geometric deep learning**
+
+</div>
+