summervent / speller-t5-900

huggingface.co
Total runs: 0
24-hour runs: 0
7-day runs: 0
30-day runs: -1
Model's Last Updated: February 04 2023
text-generation

Introduction of speller-t5-900

Model Details of speller-t5-900

speller-t5-900

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: 0.1758
  • Rouge1: 19.3503
  • Rouge2: 8.3333
  • Rougel: 19.3503
  • Rougelsum: 19.3503
  • Gen Len: 41.4153
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
1.0227 0.03 500 0.5411 17.6201 7.1186 17.6554 17.5847 45.5424
0.7224 0.07 1000 0.4269 18.1497 7.1186 18.1497 17.9732 42.7797
0.7101 0.1 1500 0.3542 18.9972 7.9661 18.9972 18.9619 42.3983
0.5962 0.14 2000 0.3283 18.9972 7.9661 18.9972 18.9619 42.2542
0.535 0.17 2500 0.3104 18.9972 7.9661 18.9972 18.9619 42.2627
0.6124 0.2 3000 0.2843 18.9972 7.9661 18.9972 18.9619 42.4915
0.491 0.24 3500 0.2706 18.9972 7.9661 18.9972 18.9619 42.4322
0.5028 0.27 4000 0.2647 19.5429 8.5876 19.5429 19.5621 42.3898
0.4547 0.31 4500 0.2548 18.9972 7.9661 18.9972 18.9619 42.178
0.4335 0.34 5000 0.2448 19.5429 8.5876 19.5429 19.5621 42.178
0.4511 0.38 5500 0.2377 19.4915 8.5876 19.4915 19.4915 42.3305
0.4765 0.41 6000 0.2337 19.5429 8.5876 19.5429 19.5621 41.4237
0.4355 0.44 6500 0.2233 19.4915 8.5876 19.4915 19.4915 41.7881
0.3924 0.48 7000 0.2172 19.4915 8.5876 19.4915 19.4915 40.9492
0.3898 0.51 7500 0.2153 19.4915 8.5876 19.4915 19.4915 41.6356
0.4236 0.55 8000 0.2102 19.4915 8.5876 19.4915 19.4915 41.0254
0.3484 0.58 8500 0.2116 19.4915 8.5876 19.4915 19.4915 41.8305
0.5514 0.61 9000 0.2017 19.6328 8.7571 19.5975 19.6328 41.1864
0.3298 0.65 9500 0.1945 19.6328 8.7571 19.5975 19.6328 41.2966
0.3807 0.68 10000 0.1966 19.6328 8.7571 19.5975 19.6328 41.6525
0.3177 0.72 10500 0.1918 19.3503 8.3333 19.3503 19.3503 41.2627
0.3374 0.75 11000 0.1903 19.6328 8.7571 19.5975 19.6328 41.2373
0.3123 0.78 11500 0.1900 19.6328 8.7571 19.5975 19.6328 41.2203
0.3377 0.82 12000 0.1847 19.6328 8.7571 19.5975 19.6328 41.2712
0.3138 0.85 12500 0.1814 19.6328 8.7571 19.5975 19.6328 41.1864
0.335 0.89 13000 0.1784 19.6328 8.7571 19.5975 19.6328 41.1695
0.3142 0.92 13500 0.1768 19.6328 8.7571 19.5975 19.6328 41.2542
0.3245 0.95 14000 0.1753 19.6328 8.7571 19.5975 19.6328 41.2034
0.3277 0.99 14500 0.1758 19.3503 8.3333 19.3503 19.3503 41.4153
Framework versions
  • Transformers 4.26.0
  • Pytorch 1.7.1+cu110
  • Datasets 2.9.0
  • Tokenizers 0.13.2

Runs of summervent speller-t5-900 on huggingface.co

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

More Information About speller-t5-900 huggingface.co Model

speller-t5-900 huggingface.co

speller-t5-900 huggingface.co is an AI model on huggingface.co that provides speller-t5-900's model effect (), which can be used instantly with this summervent speller-t5-900 model. huggingface.co supports a free trial of the speller-t5-900 model, and also provides paid use of the speller-t5-900. Support call speller-t5-900 model through api, including Node.js, Python, http.

summervent speller-t5-900 online free

speller-t5-900 huggingface.co is an online trial and call api platform, which integrates speller-t5-900's modeling effects, including api services, and provides a free online trial of speller-t5-900, you can try speller-t5-900 online for free by clicking the link below.

summervent speller-t5-900 online free url in huggingface.co:

https://huggingface.co/summervent/speller-t5-900

speller-t5-900 install

speller-t5-900 is an open source model from GitHub that offers a free installation service, and any user can find speller-t5-900 on GitHub to install. At the same time, huggingface.co provides the effect of speller-t5-900 install, users can directly use speller-t5-900 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

speller-t5-900 install url in huggingface.co:

https://huggingface.co/summervent/speller-t5-900

Url of speller-t5-900

speller-t5-900 huggingface.co Url

Provider of speller-t5-900 huggingface.co

summervent
ORGANIZATIONS

Other API from summervent