pegasus-newsroom-headline_writer_oct22 – AI Model by chinhon | AlphaNeural AI

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chinhon/
pegasus-newsroom-headline_writer_oct22

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text2text-generation

generated_from_trainer

google/pegasus-newsroom

endpoints_compatible

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pegasus-newsroom-headline_writer_oct22

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: 1.3462
Rouge1: 41.8799
Rouge2: 23.1785
Rougel: 35.5346
Rougelsum: 35.6203
Gen Len: 34.3108

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: 1
eval_batch_size: 1
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
1.4364	1.0	38400	1.3730	41.9525	23.0823	35.5435	35.6485	34.1161
1.2483	2.0	76800	1.3430	42.1538	23.3302	35.8119	35.9063	33.9333
1.1873	3.0	115200	1.3462	41.8799	23.1785	35.5346	35.6203	34.3108

Framework versions

Transformers 4.22.2
Pytorch 1.12.1+cu113
Datasets 2.5.2
Tokenizers 0.12.1