Pegasus_paraphraser_3

Gayathri142214002/Pegasus_paraphraser_3

Pegasus_paraphraser_3 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.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
Model type: pegasus
Access: Public
Created: Oct 1, 2023
Updated: Oct 1, 2023
SHA: 84cc1938

Model card

From the Hugging Face model README

Pegasus_paraphraser_3

This model is a fine-tuned version of Gayathri142214002/Pegasus_paraphraser_2 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.2735

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: 4

Training results

Training Loss	Epoch	Step	Validation Loss
0.2379	0.46	1000	0.2257
0.2471	0.91	2000	0.2310
0.2034	1.37	3000	0.2519
0.2011	1.83	4000	0.2442
0.1772	2.28	5000	0.2644
0.1695	2.74	6000	0.2562
0.1532	3.19	7000	0.2754
0.1417	3.65	8000	0.2735

Framework versions

Transformers 4.29.2
Pytorch 2.0.1+cu117
Datasets 2.12.0
Tokenizers 0.13.3

Library: transformers
Type: pegasus
Created: Oct 1, 2023
Updated: Oct 1, 2023