lewtun / mt5-small-finetuned-mlsum

huggingface.co
Total runs: 18
24-hour runs: 0
7-day runs: 2
30-day runs: 5
Model's Last Updated: September 25 2021
text-generation

Introduction of mt5-small-finetuned-mlsum

Model Details of mt5-small-finetuned-mlsum

mt5-small-finetuned-mlsum

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

  • Loss: nan
  • Rouge1: 1.1475
  • Rouge2: 0.1284
  • Rougel: 1.0634
  • Rougelsum: 1.0778
  • Gen Len: 3.7939
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: 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
nan 1.0 808 nan 1.1475 0.1284 1.0634 1.0778 3.7939
Framework versions
  • Transformers 4.10.3
  • Pytorch 1.9.0+cu102
  • Datasets 1.12.1
  • Tokenizers 0.10.3

Runs of lewtun mt5-small-finetuned-mlsum on huggingface.co

18
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3-day runs
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mt5-small-finetuned-mlsum huggingface.co is an AI model on huggingface.co that provides mt5-small-finetuned-mlsum's model effect (), which can be used instantly with this lewtun mt5-small-finetuned-mlsum model. huggingface.co supports a free trial of the mt5-small-finetuned-mlsum model, and also provides paid use of the mt5-small-finetuned-mlsum. Support call mt5-small-finetuned-mlsum model through api, including Node.js, Python, http.

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mt5-small-finetuned-mlsum install

mt5-small-finetuned-mlsum is an open source model from GitHub that offers a free installation service, and any user can find mt5-small-finetuned-mlsum on GitHub to install. At the same time, huggingface.co provides the effect of mt5-small-finetuned-mlsum install, users can directly use mt5-small-finetuned-mlsum installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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