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spanish-nominal-group

This model is a fine-tuned version of dccuchile/bert-base-spanish-wwm-cased on the jorgeortizfuentes/spanish_nominal_groups_conll2003 dataset. It achieves the following results on the evaluation set:

• Loss: 0.2590
• Ng Precision: 0.7311
• Ng Recall: 0.7725
• Ng F1: 0.7512
• Ng Number: 4321
• Overall Precision: 0.7311
• Overall Recall: 0.7725
• Overall F1: 0.7512
• Overall Accuracy: 0.9191

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: 16
• eval_batch_size: 16
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3.0

Training results

Framework versions

• Transformers 4.26.1
• Pytorch 1.13.1+cu117
• Datasets 2.9.0
• Tokenizers 0.13.2