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distilbert-llm-aug-pubmed
marcgrec/distilbert-llm-aug-pubmed
distilbert-llm-aug-pubmed 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 15, 2025
- Updated
- Nov 15, 2025
- SHA
- 26d38c48
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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-pubmed
This model is a fine-tuned version of distilbert/distilbert-base-multilingual-cased on the marcgrec/pubmed_20k-llm-aug dataset. It achieves the following results on the evaluation set:
- Loss: 1.6845
- F1: 0.6227
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 | 157 | 0.7439 | 0.6239 |
| No log | 2.0 | 314 | 0.7487 | 0.6577 |
| No log | 3.0 | 471 | 0.9575 | 0.6186 |
| 0.5811 | 4.0 | 628 | 1.2496 | 0.6181 |
| 0.5811 | 5.0 | 785 | 1.4972 | 0.6104 |
| 0.5811 | 6.0 | 942 | 1.5878 | 0.6106 |
| 0.0245 | 7.0 | 1099 | 1.6166 | 0.6234 |
| 0.0245 | 8.0 | 1256 | 1.6534 | 0.6216 |
| 0.0245 | 9.0 | 1413 | 1.6430 | 0.6275 |
| 0.0018 | 10.0 | 1570 | 1.6845 | 0.6227 |
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 15, 2025
- Updated
- Nov 15, 2025