charqican/nominal-groups-recognition-bert-base-spanish-wwm-cased

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nominal-groups-recognition-bert-base-spanish-wwm-cased

This model is a fine-tuned version of dccuchile/bert-base-spanish-wwm-cased on the charqican/spanishnominalgroups_conll2003 dataset. It achieves the following results on the evaluation set:

• —Loss: 0.2772
• —Ng Precision: 0.7140
• —Ng Recall: 0.7695
• —Ng F1: 0.7407
• —Ng Number: 3198
• —Overall Precision: 0.7140
• —Overall Recall: 0.7695
• —Overall F1: 0.7407
• —Overall Accuracy: 0.8993

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
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 13
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 2

Training results

Framework versions

• —Transformers 4.30.2
• —Pytorch 2.0.1+cu118
• —Datasets 2.13.1
• —Tokenizers 0.13.3