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clasificador-anorexia-spanish
paascorb/clasificador-anorexia-spanish
clasificador-anorexia-spanish is a text classification model from paascorb. 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
- bert
- Access
- Public
- Created
- Apr 23, 2023
- Updated
- Apr 23, 2023
- SHA
- 4b301896
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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. -->
clasificador-anorexia-spanish
This model is a fine-tuned version of Recognai/bert-base-spanish-wwm-cased-xnli on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5353
- Accuracy: 0.7429
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: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 13 | 0.7172 | 0.5429 |
| No log | 2.0 | 26 | 0.5772 | 0.7429 |
| No log | 3.0 | 39 | 0.5353 | 0.7429 |
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0+cu118
- Datasets 2.11.0
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- mit
- Created
- Apr 23, 2023
- Updated
- Apr 23, 2023