t5-small-finetuned-qgsquad-qgen

mrm8488/t5-small-finetuned-qgsquad-qgen

t5-small-finetuned-qgsquad-qgen 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: May 24, 2022
Updated: May 24, 2022
SHA: 756ac4db

Datasets

qg_squad

Model card

From the Hugging Face model README

t5-small-finetuned-qgsquad-qgen

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

Loss: 0.4039
Rouge4 Precision: 0.0931
Rouge4 Recall: 0.0834
Rouge4 Fmeasure: 0.0843

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	Rouge4 Precision	Rouge4 Recall	Rouge4 Fmeasure
0.4325	1.0	4733	0.3960	0.0984	0.0867	0.0889
0.4137	2.0	9466	0.3863	0.1061	0.0946	0.0963
0.3914	3.0	14199	0.3806	0.1051	0.0938	0.0955
0.3946	4.0	18932	0.3786	0.1084	0.097	0.0986
0.3857	5.0	23665	0.3784	0.1101	0.0991	0.1007

Framework versions

Transformers 4.19.2
Pytorch 1.11.0+cu113
Datasets 2.2.2
Tokenizers 0.12.1

Library: transformers
Type: t5
License: apache-2.0
Created: May 24, 2022
Updated: May 24, 2022