pegasus-newsroom-headline_writer_57k – AI Model by chinhon | AlphaNeural AI

You can deploy this model and start earning money today!

chinhon/
pegasus-newsroom-headline_writer_57k

like

0

text2text-generation

generated_from_trainer

google/pegasus-newsroom

endpoints_compatible

Views

No views yet

pegasus-newsroom-headline_writer_57k

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

Loss: 1.3599
Rouge1: 42.2586
Rouge2: 23.2731
Rougel: 35.8685
Rougelsum: 36.0581
Gen Len: 34.3651

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: 2e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
1.5213	1.0	5670	1.4040	41.8648	22.8205	35.3983	35.535	34.8817
1.4171	2.0	11340	1.3672	42.26	23.2611	35.8016	35.9753	34.3492
1.3722	3.0	17010	1.3599	42.2586	23.2731	35.8685	36.0581	34.3651

Framework versions

Transformers 4.23.1
Pytorch 1.12.1+cu113
Datasets 2.6.0
Tokenizers 0.13.1