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Lesllie/
file_classifier_v3

Name: file_classifier_v3
Availability: InStock

tensorboard

safetensors

bert

generated_from_trainer

neuralmind/bert-base-portuguese-cased

finetune

mit

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file_classifier_v3

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: 0.6714
Accuracy: 0.8586

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
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: 15

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	73	0.7821	0.7966
No log	2.0	146	0.7362	0.8103
No log	3.0	219	0.6557	0.8207
No log	4.0	292	0.7113	0.8069
No log	5.0	365	0.6241	0.8379
No log	6.0	438	0.6169	0.8448
0.206	7.0	511	0.6305	0.8345
0.206	8.0	584	0.6552	0.8621
0.206	9.0	657	0.6110	0.8724
0.206	10.0	730	0.6937	0.8552
0.206	11.0	803	0.6749	0.8552
0.206	12.0	876	0.6484	0.8690
0.206	13.0	949	0.6889	0.8586
0.0253	14.0	1022	0.6630	0.8586
0.0253	15.0	1095	0.6714	0.8586

Framework versions

Transformers 4.42.4
Pytorch 2.4.0+cu121
Datasets 2.21.0
Tokenizers 0.19.1

Lesllie/file_classifier_v3

file_classifier_v3

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Lesllie/
file_classifier_v3