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distilbert-no-aug
marcgrec/distilbert-no-aug
distilbert-no-aug 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 7, 2025
- Updated
- Nov 13, 2025
- SHA
- 0b85be20
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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
This model is a fine-tuned version of distilbert/distilbert-base-multilingual-cased on the pietrolesci/pubmed-20k-rct dataset. It achieves the following results on the evaluation set:
- Loss: 0.7617
- F1: 0.6681
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 | 32 | 1.3697 | 0.4109 |
| No log | 2.0 | 64 | 0.9464 | 0.6173 |
| No log | 3.0 | 96 | 0.7975 | 0.6557 |
| No log | 4.0 | 128 | 0.7662 | 0.6566 |
| No log | 5.0 | 160 | 0.7366 | 0.6712 |
| No log | 6.0 | 192 | 0.7750 | 0.6511 |
| No log | 7.0 | 224 | 0.7260 | 0.6740 |
| No log | 8.0 | 256 | 0.7392 | 0.6729 |
| No log | 9.0 | 288 | 0.7626 | 0.6687 |
| No log | 10.0 | 320 | 0.7617 | 0.6681 |
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 7, 2025
- Updated
- Nov 13, 2025