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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

{
  "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

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:

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

Community


Built with ModelAtlas - Architectural Intelligence for AI Research

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