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clasificador-imdb
Cathaysa/clasificador-imdb
clasificador-imdb is a text classification model from Cathaysa. 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
- Jan 24, 2024
- Updated
- Jan 24, 2024
- SHA
- 5f9f7de5
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Base models
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-imdb
This model is a fine-tuned version of victor/autonlp-imdb-reviews-sentiment-329982 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4535
- Accuracy: 0.9158
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 |
|---|---|---|---|---|
| 0.2925 | 1.0 | 2500 | 0.2382 | 0.921 |
| 0.2203 | 2.0 | 5000 | 0.2991 | 0.9376 |
| 0.0964 | 3.0 | 7500 | 0.4535 | 0.9158 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Created
- Jan 24, 2024
- Updated
- Jan 24, 2024