elliotthwang / mt5-small-finetuned-tradition-zh

huggingface.co
Total runs: 10
24-hour runs: 0
7-day runs: 3
30-day runs: -27
Model's Last Updated: July 19 2022
text-generation

Introduction of mt5-small-finetuned-tradition-zh

Model Details of mt5-small-finetuned-tradition-zh

mt5-small-finetuned-tradition-zh

This model is a fine-tuned version of google/mt5-small on the xlsum dataset. It achieves the following results on the evaluation set:

  • Loss: 2.9218
  • Rouge1: 5.7806
  • Rouge2: 1.266
  • Rougel: 5.761
  • Rougelsum: 5.7833
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
  • 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: 6
Training results
Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum
4.542 1.0 2336 3.1979 4.8334 1.025 4.8142 4.8326
3.7542 2.0 4672 3.0662 5.2155 1.0978 5.2025 5.2158
3.5706 3.0 7008 3.0070 5.5471 1.3397 5.5386 5.5391
3.4668 4.0 9344 2.9537 5.5865 1.1558 5.5816 5.5964
3.4082 5.0 11680 2.9391 5.8061 1.3462 5.7944 5.812
3.375 6.0 14016 2.9218 5.7806 1.266 5.761 5.7833
Framework versions
  • Transformers 4.20.1
  • Pytorch 1.12.0+cu113
  • Datasets 2.3.2
  • Tokenizers 0.12.1

Runs of elliotthwang mt5-small-finetuned-tradition-zh on huggingface.co

10
Total runs
0
24-hour runs
0
3-day runs
3
7-day runs
-27
30-day runs

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elliotthwang
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Total runs: 14
Run Growth: -8
Growth Rate: -57.14%
Updated:January 11 2024