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Exporting and Sharing

Local Export

Export SAE weights as .safetensors files for use in Python research environments (SAELens, TransformerLens).

Neuronpedia Integration

Two modes for sharing discoveries with the research community:

  1. Export to ZIP: Package SAE data, labels, and activation examples for manual upload
  2. Direct Push: Push directly to a local Neuronpedia instance with progress tracking:
    • Async processing via Celery with WebSocket progress updates
    • Computes dashboard data (logits, feature statistics) during push
    • Proper model naming for discoverability