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LendeaViva/
bert-base-pundec

Name: bert-base-pundec
Availability: InStock

generated_from_trainer

neuralmind/bert-base-portuguese-cased

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bertimbau_base_pos_neg_2

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

Loss: 0.1013
Precision: 0.5365
Recall: 0.5216
F1: 0.5290
Accuracy: 0.9539

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: 3e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
0.0962	2.0040	500	0.1122	0.5457	0.5228	0.5340	0.9526

Framework versions

Transformers 4.40.0
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.19.1

LendeaViva/bert-base-pundec

bertimbau_base_pos_neg_2

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

LendeaViva/
bert-base-pundec