Hoax0930/summary_tutorial

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summary_tutorial

This model is a fine-tuned version of t5-base on the amazonreviewsmulti dataset. It achieves the following results on the evaluation set:

• —Loss: 2.8504
• —Rouge1: 19.4358
• —Rouge2: 10.0475
• —Rougel: 18.6327
• —Rougelsum: 18.648

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: 5.6e-05
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 8

Training results

Framework versions

• —Transformers 4.24.0
• —Pytorch 1.12.1+cu113
• —Datasets 2.7.1
• —Tokenizers 0.13.2