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speller-t5-9

summervent / speller-t5-9

Run on huggingface.co
huggingface.co
Total runs: 1
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: February 02 2023
text-generation

Introduction of speller-t5-9

Model Details of speller-t5-9

speller-t5-9

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: 0.1614
  • Rouge1: 14.9554
  • Rouge2: 8.3333
  • Rougel: 14.9554
  • Rougelsum: 14.9554
  • Gen Len: 42.8661
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
1.0873 0.04 500 0.5259 13.7946 7.1429 13.8393 13.8393 40.7946
0.6932 0.07 1000 0.3914 14.0625 8.3333 14.0625 14.0625 43.5357
0.5471 0.11 1500 0.3349 13.9633 7.9507 13.8641 13.9633 45.0089
0.5566 0.14 2000 0.2954 14.0625 8.3333 14.0625 14.0625 43.1429
0.4985 0.18 2500 0.2802 14.9554 8.3333 14.9554 14.9554 44.125
0.5175 0.22 3000 0.2631 14.9554 8.3333 14.9554 14.9554 44.4286
0.4377 0.25 3500 0.2431 14.9554 8.3333 14.9554 14.9554 42.5893
0.4356 0.29 4000 0.2315 14.9554 8.3333 14.9554 14.9554 42.9286
0.4052 0.32 4500 0.2258 14.9554 8.3333 14.9554 14.9554 43.2232
0.3888 0.36 5000 0.2179 14.9554 8.3333 14.9554 14.9554 42.6607
0.3731 0.39 5500 0.2063 14.9554 8.3333 14.9554 14.9554 42.9196
0.436 0.43 6000 0.2075 14.9554 8.3333 14.9554 14.9554 42.7589
0.42 0.47 6500 0.1993 14.9554 8.3333 14.9554 14.9554 42.5446
0.378 0.5 7000 0.2036 14.9554 8.3333 14.9554 14.9554 43.0179
0.3431 0.54 7500 0.1914 14.9554 8.3333 14.9554 14.9554 42.6875
0.3574 0.57 8000 0.1852 14.9554 8.3333 14.9554 14.9554 42.7321
0.302 0.61 8500 0.1900 14.9554 8.3333 14.9554 14.9554 42.7946
0.3081 0.65 9000 0.1807 14.9554 8.3333 14.9554 14.9554 42.7054
0.3266 0.68 9500 0.1755 14.9554 8.3333 14.9554 14.9554 42.5714
0.3834 0.72 10000 0.1726 14.9554 8.3333 14.9554 14.9554 42.8482
0.2802 0.75 10500 0.1736 14.9554 8.3333 14.9554 14.9554 42.8036
0.3013 0.79 11000 0.1675 14.9554 8.3333 14.9554 14.9554 42.7054
0.3404 0.83 11500 0.1630 14.9554 8.3333 14.9554 14.9554 42.6786
0.2945 0.86 12000 0.1627 14.9554 8.3333 14.9554 14.9554 42.6607
0.2819 0.9 12500 0.1633 14.9554 8.3333 14.9554 14.9554 42.7321
0.3028 0.93 13000 0.1597 14.9554 8.3333 14.9554 14.9554 42.6429
0.3138 0.97 13500 0.1614 14.9554 8.3333 14.9554 14.9554 42.8661
Framework versions
  • Transformers 4.26.0
  • Pytorch 1.13.1+cu116
  • Datasets 2.9.0
  • Tokenizers 0.13.2

Runs of summervent speller-t5-9 on huggingface.co

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

More Information About speller-t5-9 huggingface.co Model

speller-t5-9 huggingface.co

speller-t5-9 huggingface.co is an AI model on huggingface.co that provides speller-t5-9's model effect (), which can be used instantly with this summervent speller-t5-9 model. huggingface.co supports a free trial of the speller-t5-9 model, and also provides paid use of the speller-t5-9. Support call speller-t5-9 model through api, including Node.js, Python, http.

speller-t5-9 huggingface.co Url

https://huggingface.co/summervent/speller-t5-9

summervent speller-t5-9 online free

speller-t5-9 huggingface.co is an online trial and call api platform, which integrates speller-t5-9's modeling effects, including api services, and provides a free online trial of speller-t5-9, you can try speller-t5-9 online for free by clicking the link below.

summervent speller-t5-9 online free url in huggingface.co:

https://huggingface.co/summervent/speller-t5-9

speller-t5-9 install

speller-t5-9 is an open source model from GitHub that offers a free installation service, and any user can find speller-t5-9 on GitHub to install. At the same time, huggingface.co provides the effect of speller-t5-9 install, users can directly use speller-t5-9 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

speller-t5-9 install url in huggingface.co:

https://huggingface.co/summervent/speller-t5-9

Url of speller-t5-9

speller-t5-9 huggingface.co Url

Provider of speller-t5-9 huggingface.co

summervent
ORGANIZATIONS
huggingface.co

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