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distilbert-no-aug-ag-news
marcgrec/distilbert-no-aug-ag-news
distilbert-no-aug-ag-news is a text classification model from marcgrec. 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 13, 2025
- Updated
- Nov 13, 2025
- SHA
- 57be727f
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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-no-aug-ag-news
This model is a fine-tuned version of distilbert/distilbert-base-multilingual-cased on the fancyzhx/ag_news dataset. It achieves the following results on the evaluation set:
- Loss: 0.4701
- F1: 0.8622
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
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| No log | 1.0 | 25 | 1.0288 | 0.7771 |
| No log | 2.0 | 50 | 0.5710 | 0.8375 |
| No log | 3.0 | 75 | 0.4612 | 0.8534 |
| No log | 4.0 | 100 | 0.4320 | 0.8623 |
| No log | 5.0 | 125 | 0.4473 | 0.8562 |
| No log | 6.0 | 150 | 0.4336 | 0.8621 |
| No log | 7.0 | 175 | 0.4517 | 0.8618 |
| No log | 8.0 | 200 | 0.4614 | 0.8629 |
| No log | 9.0 | 225 | 0.4669 | 0.8627 |
| No log | 10.0 | 250 | 0.4701 | 0.8622 |
Framework versions
- Transformers 4.57.1
- Pytorch 2.9.0+cu128
- Datasets 4.3.0
- Tokenizers 0.22.1
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Nov 13, 2025
- Updated
- Nov 13, 2025