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t5-small-finetuned-wikisql-with-modified-input
Ali-Das/t5-small-finetuned-wikisql-with-modified-input
t5-small-finetuned-wikisql-with-modified-input is a machine learning model from Ali-Das. 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
- t5
- Access
- Public
- Created
- Feb 20, 2024
- Updated
- Feb 20, 2024
- SHA
- 13328198
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. -->
t5-small-finetuned-wikisql-with-modified-input
This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0420
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 15
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.1013 | 1.0 | 3523 | 0.0680 |
| 0.0783 | 2.0 | 7046 | 0.0569 |
| 0.0707 | 3.0 | 10569 | 0.0526 |
| 0.0604 | 4.0 | 14092 | 0.0494 |
| 0.0547 | 5.0 | 17615 | 0.0467 |
| 0.0535 | 6.0 | 21138 | 0.0464 |
| 0.05 | 7.0 | 24661 | 0.0442 |
| 0.0482 | 8.0 | 28184 | 0.0440 |
| 0.0449 | 9.0 | 31707 | 0.0431 |
| 0.0438 | 10.0 | 35230 | 0.0425 |
| 0.0441 | 11.0 | 38753 | 0.0424 |
| 0.0422 | 12.0 | 42276 | 0.0425 |
| 0.04 | 13.0 | 45799 | 0.0419 |
| 0.0401 | 14.0 | 49322 | 0.0421 |
| 0.04 | 15.0 | 52845 | 0.0420 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.17.1
- Tokenizers 0.15.2
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Feb 20, 2024
- Updated
- Feb 20, 2024