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8983946
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1 Parent(s): 120f56a

Add model card with SEO metadata

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  1. card.json +60 -0
card.json ADDED
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+ {
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+ "model_type": "sparse-autoencoder",
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+ "base_model": "google/t5gemma-2-270m-270m",
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+ "architecture": "T5 Encoder-Decoder",
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+ "tasks": [
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+ "mechanistic-interpretability",
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+ "activation-steering",
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+ "feature-visualization",
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+ "model-interventions"
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+ ],
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+ "languages": ["en"],
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+ "tags": [
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+ "sae",
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+ "sparse-autoencoder",
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+ "t5gemma",
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+ "t5gemma2",
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+ "google-t5gemma",
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+ "mechanistic-interpretability",
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+ "activation-steering",
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+ "steering",
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+ "feature-visualization",
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+ "neuronpedia",
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+ "gemma-scope",
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+ "sae-lens",
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+ "transformer-lens",
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+ "llm-interpretability",
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+ "explainable-ai",
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+ "xai",
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+ "model-steering",
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+ "feature-engineering",
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+ "representation-learning",
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+ "dictionary-learning",
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+ "layer-interpretation",
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+ "hidden-state-analysis",
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+ "nlp",
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+ "natural-language-processing",
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+ "text-to-text",
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+ "language-model",
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+ "llm",
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+ "large-language-model",
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+ "encoder-decoder",
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+ "transformer"
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+ ],
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+ "datasets": [],
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+ "metrics": {
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+ "mse": 0.105,
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+ "cosine_similarity": 0.80,
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+ "l0_sparsity": 0.33,
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+ "final_loss": 0.0014
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+ },
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+ "training": {
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+ "epochs": 5,
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+ "batch_size": 2,
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+ "learning_rate": 0.0001,
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+ "optimizer": "AdamW",
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+ "l1_coefficient": 0.01,
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+ "d_sae": 4096,
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+ "d_in": 640
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+ }
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+ }