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clasificador-resenas-amazon
Deysi/clasificador-resenas-amazon
clasificador-resenas-amazon 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
- electra
- Access
- Public
- Created
- Feb 11, 2023
- Updated
- Feb 11, 2023
- SHA
- e6d64d11
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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-amazon
This model is a fine-tuned version of mrm8488/electricidad-base-discriminator on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.0450
- Accuracy: 0.498
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 |
|---|---|---|---|---|
| 0.7663 | 1.0 | 2500 | 1.2081 | 0.528 |
| 0.5641 | 2.0 | 5000 | 1.4974 | 0.516 |
| 0.3543 | 3.0 | 7500 | 2.0450 | 0.498 |
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
- electra
- Created
- Feb 11, 2023
- Updated
- Feb 11, 2023