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ciriatico/
dodfminer_lite-classification_bertimbau

Name: dodfminer_lite-classification_bertimbau
Availability: InStock

generated_from_trainer

neuralmind/bert-base-portuguese-cased

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bert_portuguese_classification

This model is a fine-tuned version of neuralmind/bert-base-portuguese-cased on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0242
F1: 0.9967

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: 5
eval_batch_size: 5
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	F1	Validation Loss
0.0749	1.0	952	0.9746	0.0969
0.0011	2.0	1904	0.9949	0.0317
0.0005	3.0	2856	0.9975	0.0200
0.0003	4.0	3808	0.0199	0.9967
0.0001	5.0	4760	0.0242	0.9967

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.0.0
Tokenizers 0.19.1

ciriatico/dodfminer_lite-classification_bertimbau

bert_portuguese_classification

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

ciriatico/
dodfminer_lite-classification_bertimbau