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distilbert-llm-aug-ag-news
marcgrec/distilbert-llm-aug-ag-news
distilbert-llm-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
- 3b5f30c3
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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-llm-aug-ag-news
This model is a fine-tuned version of distilbert/distilbert-base-multilingual-cased on the marcgrec/ag_news-llm-aug dataset. It achieves the following results on the evaluation set:
- Loss: 0.8388
- F1: 0.8674
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 | 125 | 0.4951 | 0.8394 |
| No log | 2.0 | 250 | 0.6906 | 0.8426 |
| No log | 3.0 | 375 | 0.6696 | 0.8668 |
| 0.183 | 4.0 | 500 | 0.7556 | 0.8632 |
| 0.183 | 5.0 | 625 | 0.7720 | 0.8665 |
| 0.183 | 6.0 | 750 | 0.8164 | 0.8652 |
| 0.183 | 7.0 | 875 | 0.8351 | 0.8655 |
| 0.0013 | 8.0 | 1000 | 0.8220 | 0.8670 |
| 0.0013 | 9.0 | 1125 | 0.8334 | 0.8673 |
| 0.0013 | 10.0 | 1250 | 0.8388 | 0.8674 |
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