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modelo_racismo_9_april_24
leofn3/modelo_racismo_9_april_24
modelo_racismo_9_april_24 is a text classification model from leofn3. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Apr 9, 2024
- Updated
- Apr 9, 2024
- SHA
- a3ce08ad
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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. -->
modelo_racismo_9_april_24
This model is a fine-tuned version of google-bert/bert-base-multilingual-cased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0196
- F1: 0.9962
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: 1e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 8
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| 0.7713 | 1.0 | 1038 | 0.5528 | 0.8596 |
| 0.602 | 2.0 | 2076 | 0.3393 | 0.9159 |
| 0.4156 | 3.0 | 3114 | 0.2170 | 0.9558 |
| 0.2024 | 4.0 | 4152 | 0.1305 | 0.9715 |
| 0.1591 | 5.0 | 5190 | 0.0298 | 0.9937 |
| 0.0632 | 6.0 | 6228 | 0.0251 | 0.9950 |
| 0.0474 | 7.0 | 7266 | 0.0208 | 0.9962 |
| 0.0809 | 8.0 | 8304 | 0.0196 | 0.9962 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Apr 9, 2024
- Updated
- Apr 9, 2024