Downloads · 30 days
11
5% of all-time downloads
Ethical-Llama3-8B
yirenc/Ethical-Llama3-8B
Ethical-Llama3-8B is a text generation model from yirenc. Use it when you need the model to write or continue text. It is set up for transformers.
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.
All-time downloads
221
Public
Repo size
32.1 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin16.1 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- llama
- Access
- Public
- Created
- May 5, 2024
- Updated
- May 6, 2024
- SHA
- 1a656676
Try a prompt
Datasets
Model card
From the Hugging Face model README
Fine-tuned Llama-3-8B on AI Ethics
<!-- Provide a quick summary of what the model is/does. -->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
<!-- This section describes the evaluation protocols and provides the results. -->Original model: Meta-Llama-3-8B
| Category | F1 Score | Accuracy | Correct Formatting |
|---|---|---|---|
| Deontology | 0.258 | 0.180 | 0.340 |
| Justice | 0.100 | 0.060 | 0.100 |
| Utilitarianism | 0.123 | 0.070 | 0.150 |
| Virtue | 0.057 | 0.030 | 0.040 |
Baseline model: Meta-Llama-3-8B on 4_ethics_100
| Category | F1 Score | Accuracy | Correct Formatting |
|---|---|---|---|
| Deontology | 0.428 | 0.490 | 1.000 |
| Justice | 0.366 | 0.520 | 1.000 |
| Utilitarianism | 0.449 | 0.540 | 1.000 |
| Virtue | 0.476 | 0.600 | 1.000 |
Fine-tuned model: Meta-Llama-3-8B on 4_ethics_all
| Category | F1 Score | Accuracy | Correct Formatting |
|---|---|---|---|
| Deontology | 0.930 | 0.930 | 1.000 |
| Justice | 0.960 | 0.960 | 1.000 |
| Utilitarianism | 0.750 | 0.750 | 1.000 |
| Virtue | 0.891 | 0.890 | 1.000 |
Model Card Contact
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Languages
- en
- Created
- May 5, 2024
- Updated
- May 6, 2024