---
license: apache-2.0
base_model: cssupport/t5-small-awesome-text-to-sql
tags:
- generated_from_trainer
metrics:
- rouge
model-index:
- name: Text2SQL-StudentProject-domain
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# Text2SQL-StudentProject-domain

This model is a fine-tuned version of [cssupport/t5-small-awesome-text-to-sql](https://huggingface.co/cssupport/t5-small-awesome-text-to-sql) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 2.0454
- Rouge1: 0.3934
- Rouge2: 0.2246
- Rougel: 0.3769
- Rougelsum: 0.3750

## 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: 2e-05
- train_batch_size: 16
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|
| No log        | 1.0   | 21   | 2.6820          | 0.3744 | 0.1996 | 0.3567 | 0.3541    |
| No log        | 2.0   | 42   | 2.3569          | 0.3835 | 0.2191 | 0.3667 | 0.3651    |
| No log        | 3.0   | 63   | 2.1723          | 0.3904 | 0.2216 | 0.3746 | 0.3725    |
| No log        | 4.0   | 84   | 2.0758          | 0.3899 | 0.2214 | 0.3728 | 0.3708    |
| No log        | 5.0   | 105  | 2.0454          | 0.3934 | 0.2246 | 0.3769 | 0.3750    |


### Framework versions

- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2