README.md

---
title: ModelAtlas Community Analyses
emoji: 🗺️
colorFrom: blue
colorTo: purple
sdk: datasets
app_file: README.md
pinned: false
license: cc-by-4.0
tags:
- model-analysis
- architecture
- transformers
- community
- abliteration
---

# ModelAtlas Community Dataset

Community-contributed model architecture analyses from the ModelAtlas project.

## Dataset Description

This dataset contains detailed architectural analyses of transformer models, contributed by the ModelAtlas research community. Each record provides deep insights into model structure, techniques, and intervention points for research purposes.

## Access Levels

- **Public**: Basic architectural data
- **Contributor**: Intervention mapping (requires contribution history)
- **Heretic**: Advanced ablation techniques (requires community approval)

## Data Schema

```json
{
  "model_id": "organization/model-name",
  "schema_version": 3,
  "config": {"hidden_size": 4096, "num_layers": 36},
  "techniques": {"positional_encoding": "rope"},
  "provenance": {"organization": "org", "license": "apache-2.0"},
  "intervention_map": {"access_controlled": true},
  "quality_score": 0.95
}
```

## Usage

```python
from datasets import load_dataset

# Load public data
dataset = load_dataset("RadicalNotionAI/modelatlas-community")

# Access level filtering handled by ModelAtlas access control system
```

## Contributing

Contribute analyses through the ModelAtlas CLI:

```bash
python atlas.py contribute --setup
python atlas.py contribute --submit
```

## Community

- **Dashboard**: https://huggingface.co/spaces/RadicalNotionAI/modelatlas-dashboard
- **Documentation**: [ModelAtlas GitHub](https://github.com/your-org/ModelAtlas)
- **Access Requests**: Through the community dashboard

---

*Built with ModelAtlas - Architectural Intelligence for AI Research*