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flan-t5-small-finetuned-xsum

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

  • Loss: nan
  • Rouge1: 1.2294
  • Rouge2: 0.0439
  • Rougel: 1.149
  • Rougelsum: 1.1538
  • Gen Len: 14.526

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
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len
0.0 1.0 625 nan 1.2294 0.0439 1.149 1.1538 14.526
0.0 2.0 1250 nan 1.2294 0.0439 1.149 1.1538 14.526
0.0 3.0 1875 nan 1.2294 0.0439 1.149 1.1538 14.526
0.0 4.0 2500 nan 1.2294 0.0439 1.149 1.1538 14.526
0.0 5.0 3125 nan 1.2294 0.0439 1.149 1.1538 14.526

Framework versions

  • Transformers 4.35.2
  • Pytorch 2.1.0+cu121
  • Tokenizers 0.15.1
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