sidovic/flan-t5-base-mimic-med-reports

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flan-t5-base-mimic-med-reports

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

• —Loss: 0.2032
• —Rouge1: 52.8742
• —Rouge2: 42.4294
• —Rougel: 51.1178
• —Rougelsum: 51.8773
• —Meteor: 47.6053
• —Bleu4: 14.2811
• —Bleu-p1: 61.1865
• —Bleu-p2: 43.5135
• —Bleu-p3: 33.9223
• —Bleu-p4: 25.8304
• —Gen Len: 13.4702

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: 5e-05
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 4

Training results

Framework versions

• —Transformers 4.39.3
• —Pytorch 2.1.2
• —Datasets 2.18.0
• —Tokenizers 0.15.2