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speller-t5-8

summervent / speller-t5-8

Run on huggingface.co
huggingface.co
Total runs: 0
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: February 03 2023
text-generation

Introduction of speller-t5-8

Model Details of speller-t5-8

speller-t5-8

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: 0.1626
  • Rouge1: 14.5345
  • Rouge2: 9.6847
  • Rougel: 14.4144
  • Rougelsum: 14.3544
  • Gen Len: 37.7748
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
0.9929 0.04 500 0.5644 12.8915 6.982 12.7499 12.6126 39.3604
1.2778 0.07 1000 0.4272 13.8323 8.1081 13.7538 13.6059 38.8288
0.6384 0.11 1500 0.3654 14.1341 8.5586 14.034 13.9139 38.4865
0.5993 0.15 2000 0.3318 14.009 8.3655 13.9339 13.7688 38.8018
0.5327 0.18 2500 0.2969 14.2342 8.7838 14.1141 13.9339 37.7928
0.4831 0.22 3000 0.2761 14.5345 9.6847 14.4144 14.3544 38.9369
0.4582 0.25 3500 0.2562 14.5345 9.6847 14.4144 14.3544 39.2162
0.3983 0.29 4000 0.2449 14.5345 9.6847 14.4144 14.3544 38.9459
0.4459 0.33 4500 0.2422 14.4717 9.5045 14.4144 14.2206 38.8378
0.4073 0.36 5000 0.2375 14.5345 9.6847 14.4144 14.3544 38.3964
0.4047 0.4 5500 0.2263 14.5345 9.6847 14.4144 14.3544 39.2703
0.3423 0.44 6000 0.2208 14.5345 9.6847 14.4144 14.3544 38.5405
0.3348 0.47 6500 0.2109 14.5345 9.6847 14.4144 14.3544 37.7568
0.3421 0.51 7000 0.2053 14.5345 9.6847 14.4144 14.3544 37.7117
0.3319 0.54 7500 0.2025 14.2342 8.7838 14.1141 14.0541 37.5586
0.3239 0.58 8000 0.1991 14.2342 8.7838 14.1141 14.0541 38.0541
0.2963 0.62 8500 0.1959 14.2342 8.7838 14.1141 14.0541 38.0
0.3117 0.65 9000 0.1899 14.2342 8.7838 14.1141 14.0541 37.7117
0.2737 0.69 9500 0.1898 14.2342 8.7838 14.1141 14.0541 37.5135
0.3425 0.73 10000 0.1830 14.2342 8.7838 14.1141 14.0541 37.6306
0.2986 0.76 10500 0.1831 14.5345 9.6847 14.4144 14.3544 37.7658
0.3312 0.8 11000 0.1734 14.2342 8.7838 14.1141 14.0541 37.973
0.3461 0.83 11500 0.1753 14.5345 9.6847 14.4144 14.3544 37.6847
0.2786 0.87 12000 0.1740 14.5345 9.6847 14.4144 14.3544 37.7748
0.2911 0.91 12500 0.1672 14.5345 9.6847 14.4144 14.3544 37.7387
0.2618 0.94 13000 0.1691 14.5345 9.6847 14.4144 14.3544 37.5135
0.2844 0.98 13500 0.1626 14.5345 9.6847 14.4144 14.3544 37.7748
Framework versions
  • Transformers 4.26.0
  • Pytorch 1.13.1+cu116
  • Datasets 2.9.0
  • Tokenizers 0.13.2

Runs of summervent speller-t5-8 on huggingface.co

0
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3-day runs
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7-day runs
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More Information About speller-t5-8 huggingface.co Model

speller-t5-8 huggingface.co

speller-t5-8 huggingface.co is an AI model on huggingface.co that provides speller-t5-8's model effect (), which can be used instantly with this summervent speller-t5-8 model. huggingface.co supports a free trial of the speller-t5-8 model, and also provides paid use of the speller-t5-8. Support call speller-t5-8 model through api, including Node.js, Python, http.

speller-t5-8 huggingface.co Url

https://huggingface.co/summervent/speller-t5-8

summervent speller-t5-8 online free

speller-t5-8 huggingface.co is an online trial and call api platform, which integrates speller-t5-8's modeling effects, including api services, and provides a free online trial of speller-t5-8, you can try speller-t5-8 online for free by clicking the link below.

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https://huggingface.co/summervent/speller-t5-8

speller-t5-8 install

speller-t5-8 is an open source model from GitHub that offers a free installation service, and any user can find speller-t5-8 on GitHub to install. At the same time, huggingface.co provides the effect of speller-t5-8 install, users can directly use speller-t5-8 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

speller-t5-8 install url in huggingface.co:

https://huggingface.co/summervent/speller-t5-8

Url of speller-t5-8

speller-t5-8 huggingface.co Url

Provider of speller-t5-8 huggingface.co

summervent
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