sexism-detector-English-8832e-501
This model is a fine-tuned version of xlm-roberta-large on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4863
- Accuracy: 0.7635
- F1: 0.7588
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
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| 0.5696 | 1.0 | 1750 | 0.5563 | 0.7575 | 0.6530 |
| 0.5631 | 2.0 | 3500 | 0.5578 | 0.7575 | 0.6530 |
| 0.5497 | 3.0 | 5250 | 0.4863 | 0.7635 | 0.7588 |
Framework versions
- Transformers 4.46.3
- Pytorch 2.5.1+cu121
- Datasets 3.1.0
- Tokenizers 0.20.3
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Model tree for xabackus/sexism-detector-English-8832e-501
Base model
FacebookAI/xlm-roberta-large