EN_t5-base_5_wikiSQL_sch

e22vvb/EN_t5-base_5_wikiSQL_sch

EN_t5-base_5_wikiSQL_sch is a machine learning model from e22vvb. 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: Mar 13, 2024
Updated: Mar 13, 2024
SHA: 95aa2092

Base models

Model card

From the Hugging Face model README

EN_t5-base_5_wikiSQL_sch

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

Loss: 0.0120
Rouge2 Precision: 0.9364
Rouge2 Recall: 0.8382
Rouge2 Fmeasure: 0.8771

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	Rouge2 Precision	Rouge2 Recall	Rouge2 Fmeasure
0.0199	1.0	4049	0.0150	0.9263	0.8311	0.8685
0.015	2.0	8098	0.0131	0.9338	0.8353	0.8743
0.0128	3.0	12147	0.0123	0.9353	0.8366	0.8758
0.011	4.0	16196	0.0121	0.9358	0.8381	0.8768
0.0098	5.0	20245	0.0120	0.9364	0.8382	0.8771

Framework versions

Transformers 4.37.2
Pytorch 2.2.0
Datasets 2.16.1
Tokenizers 0.15.1

Library: transformers
Type: t5
License: apache-2.0
Created: Mar 13, 2024
Updated: Mar 13, 2024