t5-small-finetuned-wikisql

AverageNLPEnjoyer/t5-small-finetuned-wikisql

t5-small-finetuned-wikisql is a machine learning model from AverageNLPEnjoyer. 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 12, 2024
Updated: Apr 12, 2024
SHA: 6fa9066e

Base models

Model card

From the Hugging Face model README

t5-small-finetuned-wikisql

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

Loss: 0.1246

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
0.1943	1.0	4049	0.1554
0.165	2.0	8098	0.1380
0.1477	3.0	12147	0.1292
0.1414	4.0	16196	0.1257
0.1406	5.0	20245	0.1246

Framework versions

Transformers 4.39.3
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: t5
License: apache-2.0
Created: Apr 12, 2024
Updated: Apr 12, 2024