chinhon/pegasus-multi_news-headline_57k

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pegasus-multinews-headline57k

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

• —Loss: 1.4503
• —Rouge1: 42.3147
• —Rouge2: 23.2213
• —Rougel: 35.7441
• —Rougelsum: 35.8964
• —Gen Len: 33.8245

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
• —trainbatchsize: 4
• —evalbatchsize: 4
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 3
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

• —Transformers 4.23.1
• —Pytorch 1.12.1+cu113
• —Datasets 2.6.0
• —Tokenizers 0.13.1