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ethics-pythia-7b-probes
aravdhoot/ethics-pythia-7b-probes
ethics-pythia-7b-probes is a machine learning model from aravdhoot. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This repository contains Sparse Autoencoder (SAE) + Probe models trained on various ethics datasets.
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Public
Updated Feb 10, 2026
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17.7 GB
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At a glance
- Access
- Public
- Created
- Dec 8, 2025
- Updated
- Feb 10, 2026
- SHA
- c00f67bd
Model card
From the Hugging Face model README
Ethics Probes: pythia-7b
This repository contains Sparse Autoencoder (SAE) + Probe models trained on various ethics datasets.
Model
- Base Model: EleutherAI/pythia-6.9b
- Short Name: pythia-7b
Datasets
The following datasets have been processed:
- utilitarianism: Best Layer: 18, Val Acc: 0.6719, Test Acc: 0.6623
Repository Structure
.
├── utilitarianism/
│ ├── layer_0/
│ │ ├── sae.pt
│ │ ├── probe.pt
│ │ ├── config.json
│ │ └── metrics.json
│ ├── layer_1/
│ ├── ...
│ ├── best/ # Best performing layer
│ └── README.md # Dataset-specific details
└── README.md # This file
Usage
Each dataset folder contains:
layer_N/: Models for each layerbest/: Copy of the best performing layer's modelssae.pt: Sparse Autoencoder state dictprobe.pt: Probe state dictconfig.json: Configuration used for trainingmetrics.json: Performance metricsREADME.md: Detailed results for the dataset
- Created
- Dec 8, 2025
- Updated
- Feb 10, 2026