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Sentiment_tweets_distilbert
issactai0124/Sentiment_tweets_distilbert
Sentiment_tweets_distilbert is a text classification model from issactai0124. 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
- Mar 9, 2025
- Updated
- Apr 21, 2026
- SHA
- 44e4af33
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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. -->
Sentiment_tweets_distilbert
This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1526
- F1: 0.9350
- Acc: 0.935
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: 1e-05
- 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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 | Acc |
|---|---|---|---|---|---|
| 0.8231 | 1.0 | 500 | 0.3177 | 0.9032 | 0.9035 |
| 0.2412 | 2.0 | 1000 | 0.1873 | 0.9275 | 0.9275 |
| 0.1595 | 3.0 | 1500 | 0.1640 | 0.9363 | 0.936 |
| 0.1253 | 4.0 | 2000 | 0.1552 | 0.9313 | 0.931 |
| 0.1113 | 5.0 | 2500 | 0.1526 | 0.9350 | 0.935 |
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
- distilbert
- License
- apache-2.0
- Created
- Mar 9, 2025
- Updated
- Apr 21, 2026