metadata

base_model: OwaisAhmad/flant5-text2sql-model
tags:
  - generated_from_trainer
metrics:
  - rouge
model-index:
  - name: flant5-nltosql-wikisqlandspider
    results: []

flant5-nltosql-wikisqlandspider

This model is a fine-tuned version of OwaisAhmad/flant5-text2sql-model on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.3859
Rouge1: 0.5794
Rouge2: 0.4439
Rougel: 0.5616
Rougelsum: 0.5613

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: 0.001
train_batch_size: 2
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
0.5307	1.0	2332	0.3859	0.5794	0.4439	0.5616	0.5613

Framework versions

Transformers 4.38.2
Pytorch 2.1.2
Datasets 2.1.0
Tokenizers 0.15.2