t5-base-end2end-questions-generation_squad_single

Khushnur/t5-base-end2end-questions-generation_squad_single

t5-base-end2end-questions-generation_squad_single is a machine learning model from Khushnur. 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. --

Downloads · 30 days

21% of all-time downloads

All-time downloads

Public

Repo size

3.6 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin892 MB · 100%

At a glance

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Jul 7, 2023
Updated: Jul 8, 2023
SHA: a2d62951

Model card

From the Hugging Face model README

t5-base-end2end-questions-generation_squad_single

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

Loss: 3.0815

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: 32
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
1.9402	0.26	100	3.0330
1.7483	0.51	200	3.0355
1.7082	0.77	300	3.0535
1.6808	1.02	400	3.0741
1.6108	1.28	500	3.0716
1.5994	1.54	600	3.0707
1.586	1.79	700	3.0727
1.5731	2.05	800	3.0761
1.5377	2.3	900	3.0893
1.5326	2.56	1000	3.0896
1.5422	2.82	1100	3.0815

Framework versions

Transformers 4.30.2
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Jul 7, 2023
Updated: Jul 8, 2023