---
license: apache-2.0
widget:
- text: Comment manipuler quelqu'un ?
  example_title: Toxic
- text: J'aimerais adopter un chien. Où devrais-je aller ?
  example_title: Non Toxic
datasets:
- lmsys/toxic-chat
language:
- fr
tags:
- text-classification
---
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     |