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distilbert-sentiment-finetuned
tashfeenrao/distilbert-sentiment-finetuned
distilbert-sentiment-finetuned is a text classification model from tashfeenrao. 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
- Nov 4, 2025
- Updated
- Nov 4, 2025
- SHA
- 6ca7a0b3
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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. -->
distilbert-sentiment-finetuned
This model is a fine-tuned version of distilbert/distilbert-base-multilingual-cased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.4068
- Accuracy: 0.926
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: 0.0001
- train_batch_size: 32
- 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: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.5441 | 1.0 | 500 | 0.2101 | 0.908 |
| 0.2006 | 2.0 | 1000 | 0.1851 | 0.9235 |
| 0.1458 | 3.0 | 1500 | 0.1873 | 0.92 |
| 0.1175 | 4.0 | 2000 | 0.1870 | 0.925 |
| 0.0989 | 5.0 | 2500 | 0.2059 | 0.9245 |
| 0.0762 | 6.0 | 3000 | 0.2361 | 0.9205 |
| 0.059 | 7.0 | 3500 | 0.2463 | 0.9265 |
| 0.037 | 8.0 | 4000 | 0.3409 | 0.925 |
| 0.0221 | 9.0 | 4500 | 0.3952 | 0.9225 |
| 0.013 | 10.0 | 5000 | 0.4068 | 0.926 |
Framework versions
- Transformers 4.57.1
- Pytorch 2.8.0+cu126
- Datasets 4.4.0
- Tokenizers 0.22.1
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Nov 4, 2025
- Updated
- Nov 4, 2025