CLARA-MeD/flan-t5-large

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flan-t5-large-clara-med

This model is a fine-tuned version of google/flan-t5-large on the CLARA-MeD dataset. It achieves the following results on the evaluation set:

• —Loss: 1.0898
• —Rouge1: 28.9888
• —Rouge2: 16.3801
• —Rougel: 27.4186
• —Rougelsum: 27.4043
• —sari: 39.1731

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: 5

Training results

Framework versions

• —Transformers 4.25.1
• —Pytorch 1.13.0
• —Datasets 2.8.0
• —Tokenizers 0.12.1