results_t5

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: 0.0175

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: 0.0005
• train_batch_size: 4
• eval_batch_size: 1
• seed: 42
• gradient_accumulation_steps: 4
• total_train_batch_size: 16
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 50
• num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss
1.3879	0.53	500	0.0261
0.027	1.05	1000	0.0203
0.0183	1.58	1500	0.0175

Framework versions

• Transformers 4.38.1
• Pytorch 2.2.1+cu121
• Datasets 2.4.0
• Tokenizers 0.15.2