summervent / speller-example__

huggingface.co
Total runs: 14
24-hour runs: 0
7-day runs: -1
30-day runs: 7
Model's Last Updated: February 10 2023
text-generation

Introduction of speller-example__

Model Details of speller-example__

speller-example__

This model is a fine-tuned version of sberbank-ai/ruT5-base on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1437
  • Rouge1: 19.7034
  • Rouge2: 8.7571
  • Rougel: 19.4209
  • Rougelsum: 19.774
  • Gen Len: 41.2542
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
0.3549 0.1 1500 0.1935 19.7034 8.7571 19.4209 19.774 41.1356
0.3863 0.2 3000 0.1830 19.7034 8.7571 19.4209 19.774 41.1864
0.3164 0.31 4500 0.1746 19.5621 8.4746 19.2797 19.5621 41.2966
0.367 0.41 6000 0.1690 19.7034 8.7571 19.4209 19.774 41.161
0.3002 0.51 7500 0.1578 19.7034 8.7571 19.4209 19.774 41.2458
0.3352 0.61 9000 0.1541 19.7034 8.7571 19.4209 19.774 41.3475
0.2462 0.72 10500 0.1519 19.7034 8.7571 19.4209 19.774 41.3475
0.2736 0.82 12000 0.1510 19.7034 8.7571 19.4209 19.774 41.2797
0.2618 0.92 13500 0.1437 19.7034 8.7571 19.4209 19.774 41.2542
Framework versions
  • Transformers 4.26.0
  • Pytorch 1.13.1+cu116
  • Datasets 2.9.0
  • Tokenizers 0.13.2

Runs of summervent speller-example__ on huggingface.co

14
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
7
30-day runs

More Information About speller-example__ huggingface.co Model

speller-example__ huggingface.co

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

speller-example__ huggingface.co Url

https://huggingface.co/summervent/speller-example__

summervent speller-example__ online free

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

summervent speller-example__ online free url in huggingface.co:

https://huggingface.co/summervent/speller-example__

speller-example__ install

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

speller-example__ install url in huggingface.co:

https://huggingface.co/summervent/speller-example__

Url of speller-example__

speller-example__ huggingface.co Url

Provider of speller-example__ huggingface.co

summervent
ORGANIZATIONS

Other API from summervent