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

mrm8488/t5-small-finetuned-wikisql-sql-nl-nl-sql

t5-small-finetuned-wikisql-sql-nl-nl-sql is a machine learning model from mrm8488. 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: Apr 7, 2022
Updated: Mar 18, 2023
SHA: 9c9e95b2

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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 None dataset. It achieves the following results on the evaluation set:

Loss: 0.1932
Bleu: 41.8787
Gen Len: 16.6251

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
0.2655	1.0	8097	0.2252	39.7999	16.6893
0.2401	2.0	16194	0.2066	40.9456	16.6712
0.2236	3.0	24291	0.1985	41.3509	16.5884
0.2158	4.0	32388	0.1944	41.6988	16.6165
0.2122	5.0	40485	0.1932	41.8787	16.6251

Framework versions

Transformers 4.18.0
Pytorch 1.10.0+cu111
Datasets 2.0.0
Tokenizers 0.11.6

Library: transformers
Type: t5
License: apache-2.0
Created: Apr 7, 2022
Updated: Mar 18, 2023