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clasificador-resenas-amazon2
Deysi/clasificador-resenas-amazon2
clasificador-resenas-amazon2 is a text classification model from Deysi. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Feb 11, 2023
- Updated
- Feb 11, 2023
- SHA
- bc7512b8
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Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
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
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Created
- Feb 11, 2023
- Updated
- Feb 11, 2023