---
library_name: saelens
---

# Synthetic Model for SAE Training

This repository contains a SyntheticModel for use with SAELens.

## Model Info

- **Number of features**: 131,072
- **Hidden dimension**: 512
- **Hierarchy**: Yes
  - Root nodes: 64
  - Total nodes: 131072
  - Max depth: 3
- **Feature correlation**: Yes (scale 0.2)

## Usage

```python
from sae_lens.synthetic import SyntheticModel

model = SyntheticModel.from_pretrained("chanind/synthetic-model-131k")
```