summervent / speller-t5

huggingface.co
Total runs: 0
24-hour runs: 0
7-day runs: 0
30-day runs: -3
Model's Last Updated: January 29 2023
text-generation

Introduction of speller-t5

Model Details of speller-t5

speller-t5

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

  • Loss: 0.3569
  • Rouge1: 14.5717
  • Rouge2: 5.4522
  • Rougel: 14.6057
  • Rougelsum: 14.7357
  • Gen Len: 30.8324
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
0.6467 0.22 1500 0.3569 14.5717 5.4522 14.6057 14.7357 30.8324
0.6408 0.44 3000 0.3569 14.5717 5.4522 14.6057 14.7357 30.8324
0.6343 0.66 4500 0.3569 14.5717 5.4522 14.6057 14.7357 30.8324
0.6372 0.87 6000 0.3569 14.5717 5.4522 14.6057 14.7357 30.8324
Framework versions
  • Transformers 4.26.0
  • Pytorch 1.13.1+cu116
  • Datasets 2.9.0
  • Tokenizers 0.13.2

Runs of summervent speller-t5 on huggingface.co

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

More Information About speller-t5 huggingface.co Model

speller-t5 huggingface.co

speller-t5 huggingface.co is an AI model on huggingface.co that provides speller-t5's model effect (), which can be used instantly with this summervent speller-t5 model. huggingface.co supports a free trial of the speller-t5 model, and also provides paid use of the speller-t5. Support call speller-t5 model through api, including Node.js, Python, http.

summervent speller-t5 online free

speller-t5 huggingface.co is an online trial and call api platform, which integrates speller-t5's modeling effects, including api services, and provides a free online trial of speller-t5, you can try speller-t5 online for free by clicking the link below.

summervent speller-t5 online free url in huggingface.co:

https://huggingface.co/summervent/speller-t5

speller-t5 install

speller-t5 is an open source model from GitHub that offers a free installation service, and any user can find speller-t5 on GitHub to install. At the same time, huggingface.co provides the effect of speller-t5 install, users can directly use speller-t5 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

speller-t5 install url in huggingface.co:

https://huggingface.co/summervent/speller-t5

Url of speller-t5

Provider of speller-t5 huggingface.co

summervent
ORGANIZATIONS

Other API from summervent