ofir

This model is a fine-tuned version of t5-small on the wikisql dataset. It achieves the following results on the evaluation set:

• Loss: 0.2732

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: 5

Training results

Training Loss	Epoch	Step	Validation Loss
0.4116	1.0	4049	0.3393
0.353	2.0	8098	0.3000
0.3333	3.0	12147	0.2846
0.3113	4.0	16196	0.2758
0.302	5.0	20245	0.2732

Framework versions

• Transformers 4.31.0
• Pytorch 2.0.1+cu118
• Datasets 2.14.3
• Tokenizers 0.13.3