theojolliffe/t5-base-tag-generation-recipes

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t5-base-tag-generation-recipes

This model is a fine-tuned version of fabiochiu/t5-base-tag-generation on the None dataset. It achieves the following results on the evaluation set:

• —Loss: 0.6106
• —Rouge1: 76.7317
• —Rouge2: 59.2273
• —Rougel: 74.3318
• —Rougelsum: 74.2181
• —Gen Len: 15.93

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: 2
• —evalbatchsize: 2
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 4
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

• —Transformers 4.26.1
• —Pytorch 1.13.1+cu116
• —Datasets 2.10.1
• —Tokenizers 0.13.2