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BART_HYDROGEN
1MK26/BART_HYDROGEN
BART_HYDROGEN is a machine learning model from 1MK26. 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
- Oct 24, 2024
- Updated
- Oct 24, 2024
- SHA
- 0e10ead2
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_HYDROGEN
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: 0.1485
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: 5e-05
- train_batch_size: 8
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.4785 | 1.1521 | 500 | 1.1364 |
| 1.2356 | 2.3041 | 1000 | 0.9821 |
| 1.111 | 3.4562 | 1500 | 0.8692 |
| 0.9972 | 4.6083 | 2000 | 0.7653 |
| 0.9087 | 5.7604 | 2500 | 0.6698 |
| 0.8306 | 6.9124 | 3000 | 0.5834 |
| 0.7472 | 8.0645 | 3500 | 0.4994 |
| 0.6657 | 9.2166 | 4000 | 0.4265 |
| 0.6187 | 10.3687 | 4500 | 0.3689 |
| 0.5562 | 11.5207 | 5000 | 0.3139 |
| 0.5121 | 12.6728 | 5500 | 0.2758 |
| 0.4661 | 13.8249 | 6000 | 0.2387 |
| 0.4268 | 14.9770 | 6500 | 0.2052 |
| 0.3932 | 16.1290 | 7000 | 0.1831 |
| 0.373 | 17.2811 | 7500 | 0.1661 |
| 0.3493 | 18.4332 | 8000 | 0.1558 |
| 0.3321 | 19.5853 | 8500 | 0.1494 |
Framework versions
- Transformers 4.45.1
- Pytorch 2.4.0
- Datasets 3.0.1
- Tokenizers 0.20.0
- Library
- transformers
- Type
- bart
- License
- apache-2.0
- Created
- Oct 24, 2024
- Updated
- Oct 24, 2024