lvwerra / pegasus-samsum

huggingface.co
Total runs: 50
24-hour runs: 0
7-day runs: -3
30-day runs: 32
Model's Last Updated: October 25 2021
text-generation

Introduction of pegasus-samsum

Model Details of pegasus-samsum

pegasus-samsum

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

  • Loss: 1.4177
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: 1
  • eval_batch_size: 1
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 0.4
Training results
Training Loss Epoch Step Validation Loss
1.6092 0.03 500 1.6488
1.9715 0.07 1000 1.5444
1.8325 0.1 1500 1.5093
1.876 0.14 2000 1.4890
1.3081 0.17 2500 1.4737
1.7769 0.2 3000 1.4496
1.6276 0.24 3500 1.4430
1.6624 0.27 4000 1.4288
1.9202 0.31 4500 1.4235
1.4404 0.34 5000 1.4189
1.8016 0.37 5500 1.4177
Framework versions
  • Transformers 4.12.0.dev0
  • Pytorch 1.9.1+cu102
  • Datasets 1.12.1
  • Tokenizers 0.10.3

Runs of lvwerra pegasus-samsum on huggingface.co

50
Total runs
0
24-hour runs
0
3-day runs
-3
7-day runs
32
30-day runs

More Information About pegasus-samsum huggingface.co Model

pegasus-samsum huggingface.co

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

pegasus-samsum huggingface.co Url

https://huggingface.co/lvwerra/pegasus-samsum

lvwerra pegasus-samsum online free

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

lvwerra pegasus-samsum online free url in huggingface.co:

https://huggingface.co/lvwerra/pegasus-samsum

pegasus-samsum install

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

pegasus-samsum install url in huggingface.co:

https://huggingface.co/lvwerra/pegasus-samsum

Url of pegasus-samsum

pegasus-samsum huggingface.co Url

Provider of pegasus-samsum huggingface.co

lvwerra
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