jordyvl/bert-base-portuguese-cased_harem-selective-CRF-first-ner

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bert-base-portuguese-cased_harem-selective-CRF-first-ner

This model is a fine-tuned version of neuralmind/bert-base-portuguese-cased on the harem dataset. It achieves the following results on the evaluation set:

• —Loss: 0.2045
• —Precision: 0.5352
• —Recall: 0.4351
• —F1: 0.48
• —Accuracy: 0.9484

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: 2
• —evalbatchsize: 2
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —lrschedulerwarmup_ratio: 0.1
• —num_epochs: 3

Training results

Framework versions

• —Transformers 4.18.0
• —Pytorch 1.10.2+cu102
• —Datasets 2.2.2
• —Tokenizers 0.12.1