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sexism-detector-Spanish-8842e-31
xabackus/sexism-detector-Spanish-8842e-31
sexism-detector-Spanish-8842e-31 is a text classification model from xabackus. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- xlm-roberta
- Access
- Public
- Created
- Nov 27, 2024
- Updated
- Nov 27, 2024
- SHA
- c648f404
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Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
sexism-detector-Spanish-8842e-31
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: 0.4678
- Accuracy: 0.8246
- F1: 0.7453
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: 0.002
- 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: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| 0.7269 | 1.0 | 225 | 0.5383 | 0.8246 | 0.7453 |
| 0.5383 | 2.0 | 450 | 0.5012 | 0.8246 | 0.7453 |
| 0.5135 | 3.0 | 675 | 0.4916 | 0.8246 | 0.7453 |
| 0.464 | 4.0 | 900 | 0.4678 | 0.8246 | 0.7453 |
Framework versions
- Transformers 4.46.3
- Pytorch 2.5.1+cu121
- Datasets 3.1.0
- Tokenizers 0.20.3
- Task
- Text Classification
- Library
- transformers
- Type
- xlm-roberta
- License
- mit
- Created
- Nov 27, 2024
- Updated
- Nov 27, 2024