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imdb-sentiment-with-distilbert
TrinhHoangKhang/imdb-sentiment-with-distilbert
imdb-sentiment-with-distilbert is a text classification model from TrinhHoangKhang. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- May 29, 2026
- Updated
- May 29, 2026
- SHA
- 985ed9fa
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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. -->
imdb-sentiment-with-distilbert
This model is a fine-tuned version of distilbert/distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3526
- Accuracy: 0.9192
- F1: 0.9192
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: 32
- 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
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| 0.2368 | 1.0 | 2500 | 0.2220 | 0.9116 | 0.9116 |
| 0.1472 | 2.0 | 5000 | 0.3138 | 0.9014 | 0.9011 |
| 0.0795 | 3.0 | 7500 | 0.3530 | 0.9178 | 0.9178 |
| 0.0473 | 4.0 | 10000 | 0.4096 | 0.916 | 0.9160 |
Framework versions
- Transformers 5.0.0
- Pytorch 2.11.0+cu128
- Datasets 4.0.0
- Tokenizers 0.22.2
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- May 29, 2026
- Updated
- May 29, 2026