t5-small-finetuned-squad-qgen

mrm8488/t5-small-finetuned-squad-qgen

t5-small-finetuned-squad-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 22, 2022
Updated: May 22, 2022
SHA: 4d8d71e3

Datasets

squad

Model card

From the Hugging Face model README

t5-small-finetuned-squad-qgen

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

Loss: 0.3805
Em: 0.0
F1: 0.3643

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: 32
eval_batch_size: 32
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	F1
0.4449	1.0	2738	0.3992	0.3859
0.4206	2.0	5476	0.3886	0.3781
0.4092	3.0	8214	0.3837	0.3827
0.4055	4.0	10952	0.3809	0.3747
0.3997	5.0	13690	0.3805	0.3643

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 22, 2022
Updated: May 22, 2022