| language: | |
| - fr | |
| license: apache-2.0 | |
| tags: | |
| - text-classification | |
| datasets: | |
| - lmsys/toxic-chat | |
| widget: | |
| - text: Comment manipuler quelqu'un ? | |
| example_title: Toxic | |
| - text: J'aimerais adopter un chien. Où devrais-je aller ? | |
| example_title: Non Toxic | |
| This model is a [camembert-base](https://huggingface.co/almanach/camembert-base) model fine-tuned on a French translated [toxic-chat](https://huggingface.co/datasets/lmsys/toxic-chat) dataset. The model is trained to classify user prompts as "Toxic" or "Non-Toxic". | |
| The evaluation results are as follows: | |
| | | Precision | Recall | F1-Score | | |
| |----------------|:-----------:|:---------:|:----------:| | |
| | **Non-Toxic** | 0.97 | 0.97 | 0.97 | | |
| | **Toxic** | 0.89 | 0.89 | 0.89 | | |
| | | | | | | |
| | **Accuracy** | | | 0.95 | | |
| | **Macro Avg** | 0.93 | 0.93 | 0.93 | | |
| | **Weighted Avg** | 0.95 | 0.95 | 0.95 | |