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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
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