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setconca-generalist
airesearcherv67/setconca-generalist
setconca-generalist is a machine learning model from airesearcherv67. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for pytorch. The card lists the license as other.
Trained SetConCA sparse dictionary checkpoint for the paper.
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At a glance
- Library
- pytorch
- License
- other
- Access
- Public
- Created
- Jul 1, 2026
- Updated
- Jul 1, 2026
- SHA
- 5cb8ca15
Model card
From the Hugging Face model README
SetConCA Generalist
Trained SetConCA sparse dictionary checkpoint for the paper.
Expected files
model.safetensors or setconca_latest.pt
config.json
metrics.json
eval_table_fullbank.csv
eval_table_geometry.csv
eval_table_lovo.csv
Configuration
- input activation dimension: 2048
- encoder dimension: 1024
- concept dimension: 8192
- TopK: 256
- aggregation: precision-weighted Gaussian
- objective:
L_set_rec + 1.5 * L_p2s - temperature: 0.10
Intended use
Research on sparse representation learning, grouped activation-set geometry, and mechanistic interpretability.
Limitations
The learned sparse coordinates are not guaranteed to be monosemantic and are not validated as causal intervention targets.
- Library
- pytorch
- License
- other
- Created
- Jul 1, 2026
- Updated
- Jul 1, 2026