summervent / speller-t5-90

huggingface.co
Total runs: 1
24-hour runs: 0
7-day runs: 0
30-day runs: -3
Model's Last Updated: February 08 2023
text-generation

Introduction of speller-t5-90

Model Details of speller-t5-90

speller-t5-90

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: 0.1486
  • Rouge1: 19.3503
  • Rouge2: 8.3898
  • Rougel: 19.4209
  • Rougelsum: 19.4915
  • Gen Len: 41.3136
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
0.3435 0.03 500 0.2100 19.3503 8.3898 19.4209 19.4915 41.4492
0.3245 0.07 1000 0.2102 19.5975 8.7571 19.7034 19.774 41.1949
0.3777 0.1 1500 0.2010 19.3503 8.3898 19.4209 19.4915 41.0
0.3643 0.14 2000 0.1980 19.3503 8.3898 19.4209 19.4915 41.0593
0.3212 0.17 2500 0.1986 19.209 8.2062 19.2797 19.2797 41.1525
0.4181 0.2 3000 0.1896 19.3503 8.3898 19.4209 19.4915 42.2373
0.3175 0.24 3500 0.1879 19.3503 8.3898 19.4209 19.4915 41.4576
0.3399 0.27 4000 0.1838 19.3503 8.3898 19.4209 19.4915 41.1102
0.314 0.31 4500 0.1837 19.3503 8.3898 19.4209 19.4915 41.0339
0.3063 0.34 5000 0.1796 19.3503 8.3898 19.4209 19.4915 40.9407
0.3434 0.38 5500 0.1769 19.3503 8.3898 19.4209 19.4915 40.8814
0.376 0.41 6000 0.1790 19.3503 8.3898 19.4209 19.4915 41.0593
0.3355 0.44 6500 0.1735 19.3503 8.3898 19.4209 19.4915 41.4153
0.3181 0.48 7000 0.1665 19.3503 8.3898 19.4209 19.4915 41.0508
0.3017 0.51 7500 0.1701 19.3503 8.3898 19.4209 19.4915 41.2881
0.2953 0.55 8000 0.1664 19.3503 8.3898 19.4209 19.4915 41.2458
0.2711 0.58 8500 0.1664 19.5975 8.7571 19.7034 19.774 41.4068
0.3661 0.61 9000 0.1626 19.5975 8.7571 19.7034 19.774 41.2797
0.273 0.65 9500 0.1585 19.3503 8.3898 19.4209 19.4915 41.3051
0.3346 0.68 10000 0.1627 19.5975 8.7571 19.7034 19.774 41.2797
0.2529 0.72 10500 0.1590 19.3503 8.3898 19.4209 19.4915 41.2627
0.2926 0.75 11000 0.1601 19.5975 8.7571 19.7034 19.774 41.2712
0.2677 0.78 11500 0.1551 19.5975 8.7571 19.7034 19.774 41.2797
0.2746 0.82 12000 0.1570 19.5975 8.7571 19.7034 19.774 41.1186
0.2494 0.85 12500 0.1513 19.3503 8.3898 19.4209 19.4915 41.2373
0.2834 0.89 13000 0.1506 19.5975 8.7571 19.7034 19.774 41.2458
0.2646 0.92 13500 0.1512 19.5975 8.7571 19.7034 19.774 41.3729
0.2782 0.95 14000 0.1528 19.3503 8.3898 19.4209 19.4915 41.3644
0.2954 0.99 14500 0.1486 19.3503 8.3898 19.4209 19.4915 41.3136
Framework versions
  • Transformers 4.26.0
  • Pytorch 1.7.1+cu110
  • Datasets 2.9.0
  • Tokenizers 0.13.2

Runs of summervent speller-t5-90 on huggingface.co

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

More Information About speller-t5-90 huggingface.co Model

speller-t5-90 huggingface.co

speller-t5-90 huggingface.co is an AI model on huggingface.co that provides speller-t5-90's model effect (), which can be used instantly with this summervent speller-t5-90 model. huggingface.co supports a free trial of the speller-t5-90 model, and also provides paid use of the speller-t5-90. Support call speller-t5-90 model through api, including Node.js, Python, http.

summervent speller-t5-90 online free

speller-t5-90 huggingface.co is an online trial and call api platform, which integrates speller-t5-90's modeling effects, including api services, and provides a free online trial of speller-t5-90, you can try speller-t5-90 online for free by clicking the link below.

summervent speller-t5-90 online free url in huggingface.co:

https://huggingface.co/summervent/speller-t5-90

speller-t5-90 install

speller-t5-90 is an open source model from GitHub that offers a free installation service, and any user can find speller-t5-90 on GitHub to install. At the same time, huggingface.co provides the effect of speller-t5-90 install, users can directly use speller-t5-90 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

speller-t5-90 install url in huggingface.co:

https://huggingface.co/summervent/speller-t5-90

Url of speller-t5-90

speller-t5-90 huggingface.co Url

Provider of speller-t5-90 huggingface.co

summervent
ORGANIZATIONS

Other API from summervent