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roberta-large-bne-capitel-ner_spanish
Dulfary/roberta-large-bne-capitel-ner_spanish
roberta-large-bne-capitel-ner_spanish is a token classification model from Dulfary. Use it when you need labels on individual words, such as names. 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
- Token Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- roberta
- Access
- Public
- Created
- Jul 25, 2024
- Updated
- Jul 25, 2024
- SHA
- 125bdf28
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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. -->
roberta-large-bne-capitel-ner_spanish
This model is a fine-tuned version of PlanTL-GOB-ES/roberta-large-bne-capitel-ner on the MEDDOCAN dataset. It achieves the following results on the evaluation set:
- Loss: 0.1915
- Precision: 0.8269
- Recall: 0.6719
- F1: 0.7414
- Accuracy: 0.9561
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
Framework versions
- Transformers 4.42.4
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Task
- Token Classification
- Library
- transformers
- Type
- roberta
- License
- apache-2.0
- Languages
- es
- Created
- Jul 25, 2024
- Updated
- Jul 25, 2024