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clasificador-resenas-amazon2 – AI Model by Deysi | AlphaNeural AI
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Deysi
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clasificador-resenas-amazon2
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transformers
pytorch
roberta
text-classification
classification
generated_from_trainer
autotrain_compatible
endpoints_compatible
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clasificador-resenas-amazon2
This model is a fine-tuned version of
mbyanfei/autotrain-amazon-shoe-reviews-classification-1104340243
on the None dataset. It achieves the following results on the evaluation set:
Loss: 1.1794
Accuracy: 0.562
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: 3.0
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
1.0154
1.0
2500
1.0807
0.566
0.8723
2.0
5000
1.0567
0.568
0.6942
3.0
7500
1.1794
0.562
Framework versions
Transformers 4.26.1
Pytorch 1.13.1+cu116
Datasets 2.9.0
Tokenizers 0.13.2
