Pegasus_paraphraser_Com_6

Gayathri142214002/Pegasus_paraphraser_Com_6

Pegasus_paraphraser_Com_6 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: pegasus
Access: Public
Created: Oct 28, 2023
Updated: Oct 28, 2023
SHA: e940b486

Model card

From the Hugging Face model README

Pegasus_paraphraser_Com_6

This model is a fine-tuned version of Gayathri142214002/Pegasus_paraphraser_Com_5 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.2132

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: 4
total_train_batch_size: 16
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
0.1842	0.96	500	0.1835
0.1657	1.92	1000	0.1988
0.1516	2.89	1500	0.2056
0.1418	3.85	2000	0.2132

Framework versions

Transformers 4.29.2
Pytorch 2.0.1+cu117
Datasets 2.12.0
Tokenizers 0.13.3

Library: transformers
Type: pegasus
License: apache-2.0
Created: Oct 28, 2023
Updated: Oct 28, 2023