ajuste_fino_modelo_hugging_face_v1 – AI Model by marcelovidigal | AlphaNeural AI

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marcelovidigal/
ajuste_fino_modelo_hugging_face_v1

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google-bert/bert-base-cased

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ajuste_fino_modelo_hugging_face_v1

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

Loss: 3.5848
Accuracy: 0.5698

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
1.1704	1.0	625	1.0946	0.525
0.9192	2.0	1250	1.0280	0.5588
0.7161	3.0	1875	1.1614	0.573
0.4003	4.0	2500	1.5113	0.5698
0.2678	5.0	3125	2.3124	0.556
0.2277	6.0	3750	2.7098	0.5722
0.1286	7.0	4375	3.2215	0.5642
0.0402	8.0	5000	3.4412	0.57
0.0212	9.0	5625	3.5369	0.576
0.015	10.0	6250	3.5848	0.5698

Framework versions

Transformers 4.42.4
Pytorch 2.4.1+cu121
Datasets 2.19.2
Tokenizers 0.19.1