pegasust5base

12345deena/pegasust5base

pegasust5base is a machine learning model from 12345deena. 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_x
Access: Public
Created: Mar 24, 2024
Updated: Mar 24, 2024
SHA: 361b7eee

Base models

google/pegasus-x-base

Model card

From the Hugging Face model README

pegasust5base

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

Loss: 2.0441
Rouge1: 46.3783
Rouge2: 22.2914
Rougel: 28.5553
Rougelsum: 41.5329
Gen Len: 293.2118

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: 4e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
2.4875	1.0	515	2.0441	46.3783	22.2914	28.5553	41.5329	293.2118

Framework versions

Transformers 4.39.1
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: pegasus_x
Created: Mar 24, 2024
Updated: Mar 24, 2024