---
library_name: transformers
license: apache-2.0
base_model: t5-small
tags:
- generated_from_trainer
datasets:
- wikisql
model-index:
- name: Text-To-Sql
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# Text-To-Sql

This model is a fine-tuned version of [t5-small](https://huggingface.co/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