t5-small-finetuned-wikisql-sql-nl-nl-sql

Camille02/t5-small-finetuned-wikisql-sql-nl-nl-sql

t5-small-finetuned-wikisql-sql-nl-nl-sql is a machine learning model from Camille02. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Jul 20, 2023
Updated: Aug 8, 2023
SHA: cf1e584b

Model card

From the Hugging Face model README

t5-small-finetuned-wikisql-sql-nl-nl-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: 0.1930
Bleu: 41.883
Gen Len: 16.6165

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.2644	1.0	8097	0.2248	39.6535	16.6696
0.2386	2.0	16194	0.2063	40.9022	16.6533
0.2218	3.0	24291	0.1981	41.5751	16.6832
0.2212	4.0	32388	0.1940	41.7557	16.6145
0.2111	5.0	40485	0.1930	41.883	16.6165

Framework versions

Transformers 4.26.0
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Jul 20, 2023
Updated: Aug 8, 2023