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ABSA_book_reviews
tuantla/ABSA_book_reviews
ABSA_book_reviews is a text classification model from tuantla. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- roberta
- Access
- Public
- Created
- May 19, 2026
- Updated
- May 20, 2026
- SHA
- f256a295
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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. -->
ABSA_book_reviews
This model is a fine-tuned version of vinai/phobert-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4633
- Accuracy: 0.8722
- F1: 0.8345
- Precision: 0.8410
- Recall: 0.8292
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: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 0.1
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
|---|---|---|---|---|---|---|---|
| 0.7095 | 1.0 | 827 | 0.5331 | 0.7956 | 0.7192 | 0.7618 | 0.7110 |
| 0.4655 | 2.0 | 1654 | 0.4789 | 0.8266 | 0.7649 | 0.8122 | 0.7546 |
| 0.3508 | 3.0 | 2481 | 0.3900 | 0.8678 | 0.8247 | 0.8434 | 0.8121 |
| 0.2638 | 4.0 | 3308 | 0.4304 | 0.8666 | 0.8243 | 0.8359 | 0.8159 |
| 0.2070 | 5.0 | 4135 | 0.4633 | 0.8722 | 0.8345 | 0.8410 | 0.8292 |
Framework versions
- Transformers 5.0.0
- Pytorch 2.10.0+cu128
- Datasets 4.0.0
- Tokenizers 0.22.2
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- mit
- Created
- May 19, 2026
- Updated
- May 20, 2026