annahaz/distilbert-base-multilingual-cased-misogyny-sexism-decay0.05-fr-outofdomain

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distilbert-base-multilingual-cased-misogyny-sexism-decay0.05-fr-outofdomain

This model is a fine-tuned version of distilbert-base-multilingual-cased on the None dataset. It achieves the following results on the evaluation set:

• —Loss: 0.9920
• —Accuracy: 0.2851
• —F1: 0.1967
• —Precision: 0.1124
• —Recall: 0.7870
• —Mae: 0.7149
• —Tn: 1727
• —Fp: 6043
• —Fn: 207
• —Tp: 765

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 2e-05
• —trainbatchsize: 16
• —evalbatchsize: 16
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 3

Training results

Framework versions

• —Transformers 4.20.1
• —Pytorch 1.12.0+cu102
• —Datasets 2.3.2
• —Tokenizers 0.12.1