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BART-Firefox-Simplification
pabRomero/BART-Firefox-Simplification
BART-Firefox-Simplification is a machine learning model from pabRomero. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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
- Library
- transformers
- License
- apache-2.0
- Model type
- bart
- Access
- Public
- Created
- Feb 13, 2025
- Updated
- Feb 14, 2025
- SHA
- 0bd12595
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. -->
BART-Firefox-Simplification
This model is a fine-tuned version of facebook/bart-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.8845
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: 2.5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH 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: 317
- num_epochs: 15
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.9105 | 1.0 | 212 | 2.6066 |
| 2.5528 | 2.0 | 424 | 2.2820 |
| 2.2435 | 3.0 | 636 | 2.1249 |
| 2.0536 | 4.0 | 848 | 2.0488 |
| 1.8914 | 5.0 | 1060 | 2.0239 |
| 1.8098 | 6.0 | 1272 | 1.9841 |
| 1.7267 | 7.0 | 1484 | 1.9589 |
| 1.6515 | 8.0 | 1696 | 1.9342 |
| 1.5856 | 9.0 | 1908 | 1.9000 |
| 1.5154 | 10.0 | 2120 | 1.9103 |
| 1.457 | 11.0 | 2332 | 1.9085 |
| 1.4072 | 12.0 | 2544 | 1.8845 |
| 1.369 | 13.0 | 2756 | 1.8903 |
| 1.3603 | 14.0 | 2968 | 1.8887 |
| 1.3215 | 15.0 | 3180 | 1.8869 |
Framework versions
- Transformers 4.48.3
- Pytorch 2.6.0+cu126
- Datasets 3.0.1
- Tokenizers 0.21.0
- Library
- transformers
- Type
- bart
- License
- apache-2.0
- Created
- Feb 13, 2025
- Updated
- Feb 14, 2025