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bloomie-distilbert
nozeeliaaa/bloomie-distilbert
bloomie-distilbert is a text classification model from nozeeliaaa. 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 7, 2026
- Updated
- Mar 7, 2026
- SHA
- 544afece
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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. -->
bloomie-distilbert
This model is a fine-tuned version of distilbert-base-uncased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.3056
- Accuracy: 0.9109
- F1: 0.911
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: 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
- lr_scheduler_warmup_steps: 100
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| 1.8467 | 1.0 | 108 | 1.3753 | 0.7228 | 0.7082 |
| 0.5481 | 2.0 | 216 | 0.4813 | 0.8878 | 0.8863 |
| 0.2019 | 3.0 | 324 | 0.4542 | 0.8647 | 0.8648 |
| 0.0752 | 4.0 | 432 | 0.3166 | 0.8944 | 0.895 |
| 0.0569 | 5.0 | 540 | 0.3056 | 0.9109 | 0.911 |
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 7, 2026
- Updated
- Mar 7, 2026