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End of training
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metadata
license: apache-2.0
base_model: google/flan-t5-base
tags:
  - generated_from_trainer
metrics:
  - rouge
model-index:
  - name: finetuned-t5-medical
    results: []

finetuned-t5-medical

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: 1.8686
  • Rouge1: 0.1114
  • Rouge2: 0.0304
  • Rougel: 0.0872
  • Rougelsum: 0.1020

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: 0.0003
  • train_batch_size: 5
  • eval_batch_size: 5
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5

Training results

Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum
No log 1.0 85 2.0499 0.1186 0.0307 0.0940 0.1071
No log 2.0 170 1.9463 0.1021 0.0251 0.0838 0.0926
No log 3.0 255 1.8942 0.1158 0.0324 0.0934 0.1083
No log 4.0 340 1.8706 0.1101 0.0279 0.0860 0.1017
No log 5.0 425 1.8686 0.1114 0.0304 0.0872 0.1020

Framework versions

  • Transformers 4.35.2
  • Pytorch 2.1.0+cu118
  • Datasets 2.15.0
  • Tokenizers 0.15.0