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french_toxicity_classifier_plus
EIStakovskii/french_toxicity_classifier_plus
french_toxicity_classifier_plus is a text classification model from EIStakovskii. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as other.
This model was trained for toxicity labeling. Label1 means TOXIC, Label0 means NOT TOXIC
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Model card
From the Hugging Face model README
This model was trained for toxicity labeling. Label_1 means TOXIC, Label_0 means NOT TOXIC
The model was fine-tuned based off the CamemBERT language model.
The accuracy is 93% on the test split during training and 79% on a manually picked (and thus harder) sample of 200 sentences (100 label 1, 100 label 0) at the end of the training.
The model was finetuned on 32k sentences. The train data was the translations of the English data (around 30k sentences) from the multilingual_detox dataset by Skolkovo Institute using the opus-mt-en-fr translation model by Helsinki-NLP and the data from the jigsaw dataset on kaggle.
- Task
- Text Classification
- Library
- transformers
- Type
- camembert
- License
- other
- Languages
- fr
- Created
- Oct 21, 2022
- Updated
- Jun 24, 2023