masked-question-generation-t5-base

TasmiaAzmi/masked-question-generation-t5-base

masked-question-generation-t5-base is a machine learning model from TasmiaAzmi. 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 17, 2023
Updated: May 25, 2023
SHA: 394ff299

Model card

From the Hugging Face model README

masked-question-generation-t5-base

This model is a fine-tuned version of t5-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.8055

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: 0.0001
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 64
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
1.2126	0.45	80	0.9040
0.9754	0.89	160	0.8565
0.8818	1.34	240	0.8393
0.8645	1.78	320	0.8234
0.8079	2.23	400	0.8177
0.7862	2.67	480	0.8081
0.7636	3.12	560	0.8101
0.7377	3.56	640	0.8074
0.7259	4.01	720	0.8052
0.7014	4.45	800	0.8051
0.7042	4.9	880	0.8055

Framework versions

Transformers 4.28.1
Pytorch 2.0.0
Datasets 2.12.0
Tokenizers 0.11.0

Library: transformers
Type: t5
License: apache-2.0
Created: May 17, 2023
Updated: May 25, 2023