t5_qg_1

Gayathri142214002/t5_qg_1

t5_qg_1 is a machine learning model from Gayathri142214002. 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: Jun 25, 2023
Updated: Jun 25, 2023
SHA: 41b98dc7

Model card

From the Hugging Face model README

t5_qg_1

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

Loss: 1.0323

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: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 7

Training results

Training Loss	Epoch	Step	Validation Loss
2.658	0.69	10	1.9854
1.7442	1.38	20	1.6146
1.3456	2.07	30	1.3937
0.9931	2.76	40	1.2447
0.9253	3.45	50	1.1519
0.7154	4.14	60	1.0958
0.6624	4.83	70	1.0645
0.6384	5.52	80	1.0412
0.4889	6.21	90	1.0323

Framework versions

Transformers 4.29.2
Pytorch 2.0.1+cu117
Datasets 2.12.0
Tokenizers 0.13.3

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