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yirenc/Ethical-Llama3-8B

sourceHugging Faceupdated 2y agoView on Hugging Face
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Fine-tuned Llama-3-8B on AI Ethics

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This is a fine-tuned version of Meta-Llama-3-8B model on AI Ethics dataset. The usage of this model should comply with the Llama 3 Community License and the Acceptable Use Policy.

Evaluation

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Original model: Meta-Llama-3-8B

CategoryF1 ScoreAccuracyCorrect Formatting
Deontology0.2580.1800.340
Justice0.1000.0600.100
Utilitarianism0.1230.0700.150
Virtue0.0570.0300.040

Baseline model: Meta-Llama-3-8B on 4ethics100

CategoryF1 ScoreAccuracyCorrect Formatting
Deontology0.4280.4901.000
Justice0.3660.5201.000
Utilitarianism0.4490.5401.000
Virtue0.4760.6001.000

Fine-tuned model: Meta-Llama-3-8B on 4ethicsall

CategoryF1 ScoreAccuracyCorrect Formatting
Deontology0.9300.9301.000
Justice0.9600.9601.000
Utilitarianism0.7500.7501.000
Virtue0.8910.8901.000

Model Card Contact

yiren.cao@swisscom.com

yiren.cao@epfl.ch

yiren.cao@outlook.com