Pegasus_paraphraser_Com_11

Gayathri142214002/Pegasus_paraphraser_Com_11

Pegasus_paraphraser_Com_11 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: Mar 31, 2024
Updated: Mar 31, 2024
SHA: d6cd3102

Base models

Gayathri142214002/Pegasus_paraphraser_Com_10

Model card

From the Hugging Face model README

Pegasus_paraphraser_Com_11

This model is a fine-tuned version of Gayathri142214002/Pegasus_paraphraser_Com_10 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1738

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: 8
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 32
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
0.1501	1.83	500	0.1612
0.1321	3.66	1000	0.1738

Framework versions

Transformers 4.39.2
Pytorch 2.2.2+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: pegasus
License: apache-2.0
Created: Mar 31, 2024
Updated: Mar 31, 2024