valurank / pegasus-multi_news-headline

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: -3
30-day runs: -10
Model's Last Updated: April 12 2023
text-generation

Introduction of pegasus-multi_news-headline

Model Details of pegasus-multi_news-headline

pegasus-multi_news-headline_depreciated

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

  • Loss: 1.4421
  • Rouge1: 41.616
  • Rouge2: 22.922
  • Rougel: 35.2189
  • Rougelsum: 35.3561
  • Gen Len: 33.9532
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: 1
  • eval_batch_size: 1
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len
1.6637 1.0 31200 1.4877 41.0996 22.579 34.9311 35.0611 34.3431
1.4395 2.0 62400 1.4388 41.6075 22.8274 35.2051 35.3526 33.7965
1.3137 3.0 93600 1.4421 41.616 22.922 35.2189 35.3561 33.9532
Framework versions
  • Transformers 4.12.2
  • Pytorch 1.9.0+cu111
  • Datasets 1.14.0
  • Tokenizers 0.10.3

Runs of valurank pegasus-multi_news-headline on huggingface.co

9
Total runs
0
24-hour runs
0
3-day runs
-3
7-day runs
-10
30-day runs

More Information About pegasus-multi_news-headline huggingface.co Model

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pegasus-multi_news-headline huggingface.co

pegasus-multi_news-headline huggingface.co is an AI model on huggingface.co that provides pegasus-multi_news-headline's model effect (), which can be used instantly with this valurank pegasus-multi_news-headline model. huggingface.co supports a free trial of the pegasus-multi_news-headline model, and also provides paid use of the pegasus-multi_news-headline. Support call pegasus-multi_news-headline model through api, including Node.js, Python, http.

pegasus-multi_news-headline huggingface.co Url

https://huggingface.co/valurank/pegasus-multi_news-headline

valurank pegasus-multi_news-headline online free

pegasus-multi_news-headline huggingface.co is an online trial and call api platform, which integrates pegasus-multi_news-headline's modeling effects, including api services, and provides a free online trial of pegasus-multi_news-headline, you can try pegasus-multi_news-headline online for free by clicking the link below.

valurank pegasus-multi_news-headline online free url in huggingface.co:

https://huggingface.co/valurank/pegasus-multi_news-headline

pegasus-multi_news-headline install

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

pegasus-multi_news-headline install url in huggingface.co:

https://huggingface.co/valurank/pegasus-multi_news-headline

Url of pegasus-multi_news-headline

pegasus-multi_news-headline huggingface.co Url

Provider of pegasus-multi_news-headline huggingface.co

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