metadata

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

Text2SQL-Bilingual

This model is a fine-tuned version of cssupport/t5-small-awesome-text-to-sql on an unknown dataset. It achieves the following results on the evaluation set:

eval_loss: 1.7774
eval_rouge1: 0.8291
eval_rouge2: 0.7099
eval_rougeL: 0.8137
eval_rougeLsum: 0.8138
eval_runtime: 58.4843
eval_samples_per_second: 8.549
eval_steps_per_second: 2.137
epoch: 9.0
step: 39501

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: 10
mixed_precision_training: Native AMP

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2