results
This model is a fine-tuned version of gaussalgo/T5-LM-Large-text2sql-spider on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0163
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: 0.0001
- train_batch_size: 8
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.0297 | 1.0 | 1900 | 0.0213 |
| 0.0204 | 2.0 | 3800 | 0.0176 |
| 0.0148 | 3.0 | 5700 | 0.0163 |
Framework versions
- Transformers 4.38.1
- Pytorch 2.2.1+cu121
- Datasets 2.4.0
- Tokenizers 0.15.2
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Base model
gaussalgo/T5-LM-Large-text2sql-spider