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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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