summervent / speller-t5-finetuned

huggingface.co
Total runs: 0
24-hour runs: 0
7-day runs: 0
30-day runs: -2
Model's Last Updated: January 31 2023
text-generation

Introduction of speller-t5-finetuned

Model Details of speller-t5-finetuned

speller-t5-finetuned

This model is a fine-tuned version of UrukHan/t5-russian-spell on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0737
  • Rouge1: 25.3988
  • Rouge2: 11.756
  • Rougel: 25.051
  • Rougelsum: 25.2041
  • Gen Len: 41.3929
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
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 1
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len
0.1861 0.07 1000 0.1074 24.351 9.9107 24.0512 24.1443 41.4375
0.1629 0.14 2000 0.0918 25.1414 11.3393 24.8541 24.9175 41.3839
0.1545 0.21 3000 0.0898 25.2909 11.5882 24.981 25.0772 41.2857
0.1507 0.29 4000 0.0860 25.1414 11.3393 24.8541 24.9175 41.3571
0.1472 0.36 5000 0.0823 25.2909 11.5882 24.981 25.0772 41.3661
0.1417 0.43 6000 0.0794 24.6565 10.2976 24.265 24.4006 41.4107
0.1411 0.5 7000 0.0788 25.1414 11.3393 24.8541 24.9175 41.3482
0.1395 0.57 8000 0.0786 25.2909 11.5882 24.981 25.0772 41.3125
0.1318 0.64 9000 0.0774 25.2909 11.5882 24.981 25.0772 41.3929
0.1336 0.72 10000 0.0758 25.2394 11.5476 24.9777 25.0511 41.3839
0.1332 0.79 11000 0.0743 25.2394 11.5476 24.9777 25.0511 41.3482
0.1309 0.86 12000 0.0734 25.2394 11.5476 24.9777 25.0511 41.3393
0.1264 0.93 13000 0.0737 25.3988 11.756 25.051 25.2041 41.3929
Framework versions
  • Transformers 4.26.0
  • Pytorch 1.13.1+cu116
  • Datasets 2.9.0
  • Tokenizers 0.13.2

Runs of summervent speller-t5-finetuned on huggingface.co

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3-day runs
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7-day runs
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