Sponsored by APIMart
Toolify Toolify logo
AI Models
speller-t5-4

summervent / speller-t5-4

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

Introduction of speller-t5-4

Model Details of speller-t5-4

speller-t5-4

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: 0.1871
  • Rouge1: 17.2619
  • Rouge2: 7.5893
  • Rougel: 17.5595
  • Rougelsum: 17.5595
  • Gen Len: 42.25
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
0.9773 0.04 500 0.5651 14.7321 5.2264 14.7863 14.8471 47.2321
0.8463 0.07 1000 0.4230 16.3628 5.6052 16.3158 16.4325 47.9018
0.6458 0.11 1500 0.3528 16.2099 5.5195 16.2034 16.3225 47.5179
0.6147 0.14 2000 0.3269 16.313 5.7216 16.313 16.4242 47.2232
0.5102 0.18 2500 0.3012 16.6071 6.0119 16.6239 16.5792 43.1696
0.4585 0.21 3000 0.2823 16.6295 6.0714 16.6741 16.6071 47.25
0.4801 0.25 3500 0.2748 16.8779 6.3885 16.8779 16.8779 44.5268
0.4721 0.29 4000 0.2605 17.1947 7.4353 17.3867 17.3867 42.7054
0.4132 0.32 4500 0.2530 17.2619 7.5605 17.5054 17.5054 42.9286
0.4255 0.36 5000 0.2495 17.1503 7.4107 17.3363 17.3363 42.5625
0.3952 0.39 5500 0.2424 17.2619 7.4702 17.4479 17.4479 42.5089
0.3229 0.43 6000 0.2354 17.2619 7.5605 17.5054 17.5054 44.0268
0.4474 0.47 6500 0.2310 17.2619 7.5335 17.4545 17.4545 42.5625
0.3736 0.5 7000 0.2300 17.2619 7.5335 17.4545 17.4545 42.4286
0.332 0.54 7500 0.2133 17.2619 7.5622 17.5085 17.5085 42.4732
0.3347 0.57 8000 0.2148 17.2619 7.5605 17.5054 17.5054 42.5
0.4257 0.61 8500 0.2093 17.2619 7.5605 17.5054 17.5054 42.3482
0.3072 0.64 9000 0.2009 17.2619 7.5893 17.5595 17.5595 42.3661
0.3184 0.68 9500 0.2028 17.2619 7.5893 17.5595 17.5595 42.4464
0.3013 0.72 10000 0.2083 17.2619 7.5893 17.5595 17.5595 42.2589
0.3202 0.75 10500 0.2056 17.2619 7.5893 17.5595 17.5595 42.4911
0.2689 0.79 11000 0.2020 17.2619 7.5893 17.5595 17.5595 42.8304
0.4168 0.82 11500 0.1962 17.2619 7.5893 17.5595 17.5595 42.2054
0.287 0.86 12000 0.1930 17.2619 7.5893 17.5595 17.5595 42.1875
0.3515 0.9 12500 0.1899 17.2619 7.5893 17.5595 17.5595 42.1875
0.2713 0.93 13000 0.1868 17.2619 7.5893 17.5595 17.5595 42.3304
0.2914 0.97 13500 0.1871 17.2619 7.5893 17.5595 17.5595 42.25
Framework versions
  • Transformers 4.26.0
  • Pytorch 1.13.1+cu116
  • Datasets 2.9.0
  • Tokenizers 0.13.2

Runs of summervent speller-t5-4 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-t5-4 huggingface.co Model

speller-t5-4 huggingface.co

speller-t5-4 huggingface.co is an AI model on huggingface.co that provides speller-t5-4's model effect (), which can be used instantly with this summervent speller-t5-4 model. huggingface.co supports a free trial of the speller-t5-4 model, and also provides paid use of the speller-t5-4. Support call speller-t5-4 model through api, including Node.js, Python, http.

speller-t5-4 huggingface.co Url

https://huggingface.co/summervent/speller-t5-4

summervent speller-t5-4 online free

speller-t5-4 huggingface.co is an online trial and call api platform, which integrates speller-t5-4's modeling effects, including api services, and provides a free online trial of speller-t5-4, you can try speller-t5-4 online for free by clicking the link below.

summervent speller-t5-4 online free url in huggingface.co:

https://huggingface.co/summervent/speller-t5-4

speller-t5-4 install

speller-t5-4 is an open source model from GitHub that offers a free installation service, and any user can find speller-t5-4 on GitHub to install. At the same time, huggingface.co provides the effect of speller-t5-4 install, users can directly use speller-t5-4 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

speller-t5-4 install url in huggingface.co:

https://huggingface.co/summervent/speller-t5-4

Url of speller-t5-4

speller-t5-4 huggingface.co Url

Provider of speller-t5-4 huggingface.co

summervent
ORGANIZATIONS
huggingface.co

Other API from summervent