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Text-To-Sql – AI Model by Jimesh-patel | AlphaNeural AI
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Jimesh-patel
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Text-To-Sql
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transformers
tensorboard
safetensors
t5
text2text-generation
generated_from_trainer
wikisql
google-t5/t5-small
finetune
apache-2.0
text-generation-inference
endpoints_compatible
us
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Text-To-Sql
This model is a fine-tuned version of
t5-small
on the wikisql dataset. It achieves the following results on the evaluation set:
Loss: 0.1279
Model Preparation Time: 0.014
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: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Model Preparation Time
0.2014
1.0
4049
0.1608
0.014
0.1701
2.0
8098
0.1411
0.014
0.1525
3.0
12147
0.1333
0.014
0.1467
4.0
16196
0.1291
0.014
0.145
5.0
20245
0.1279
0.014
Framework versions
Transformers 4.52.4
Pytorch 2.6.0+cu124
Datasets 3.6.0
Tokenizers 0.21.1
