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longt5_xl_sfd_bp_40
learn3r/longt5_xl_sfd_bp_40
longt5_xl_sfd_bp_40 is a machine learning model from learn3r. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- Model type
- longt5
- Access
- Public
- Created
- Nov 6, 2023
- Updated
- Mar 3, 2024
- SHA
- 527d67f1
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. -->
longt5_xl_sfd_bp_40
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 3.6048
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: 0.001
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 32
- total_train_batch_size: 256
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- num_epochs: 25.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.1855 | 0.97 | 14 | 2.5320 |
| 0.1635 | 1.95 | 28 | 2.4299 |
| 0.1272 | 2.99 | 43 | 2.9443 |
| 0.1113 | 3.97 | 57 | 2.8813 |
| 0.0819 | 4.94 | 71 | 3.0005 |
| 0.0782 | 5.98 | 86 | 3.0224 |
| 0.0588 | 6.96 | 100 | 3.1903 |
| 0.0729 | 8.0 | 115 | 2.5871 |
| 0.0473 | 8.97 | 129 | 3.2830 |
| 0.113 | 9.95 | 143 | 3.3443 |
| 0.0364 | 10.99 | 158 | 3.3243 |
| 0.0321 | 11.97 | 172 | 3.3962 |
| 0.0302 | 12.94 | 186 | 3.4508 |
| 0.0717 | 13.98 | 201 | 3.4166 |
| 0.0746 | 14.96 | 215 | 2.8975 |
| 0.0548 | 16.0 | 230 | 3.0853 |
| 0.0507 | 16.97 | 244 | 3.0706 |
| 0.0442 | 17.95 | 258 | 3.2759 |
| 0.0396 | 18.99 | 273 | 3.1962 |
| 0.0351 | 19.97 | 287 | 3.3108 |
| 0.0306 | 20.94 | 301 | 3.2607 |
| 0.0267 | 21.98 | 316 | 3.4015 |
| 0.1454 | 22.96 | 330 | 2.6912 |
| 0.0252 | 24.0 | 345 | 3.4576 |
| 0.0187 | 24.35 | 350 | 3.6048 |
Framework versions
- Transformers 4.38.1
- Pytorch 2.2.1+cu121
- Datasets 2.17.1
- Tokenizers 0.15.2
- Library
- transformers
- Type
- longt5
- Created
- Nov 6, 2023
- Updated
- Mar 3, 2024