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---
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 | |