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README.md

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+# GPT2 Multilingual 20% AutoInterp Features
+
+This dataset contains feature interpretations for GPT2 Multilingual model with 20% sparsity.
+
+## Structure
+
+- `data/layer0.parquet` - Features for layer 0
+- `data/layer1.parquet` - Features for layer 1
+- ...
+- `data/layer11.parquet` - Features for layer 11
+
+Each parquet file contains feature interpretation data including:
+- Feature activations
+- Top examples
+- Interpretations
+- And other feature analysis data
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+# Load specific layer
+dataset = load_dataset("fdraye/autointerp-gpt2-multilingual-20", data_files="data/layer0.parquet")
+
+# Load all layers
+dataset = load_dataset("fdraye/autointerp-gpt2-multilingual-20", data_files="data/*.parquet")
+```