mrm8488 / t5-small-finetuned-text-simplification

huggingface.co
Total runs: 464
24-hour runs: 0
7-day runs: 299
30-day runs: 366
Model's Last Updated: September 15 2022
text-generation

Introduction of t5-small-finetuned-text-simplification

Model Details of t5-small-finetuned-text-simplification

t5-small-finetuned-text-simplification

This model is a fine-tuned version of t5-small on the wiki_auto_asset_turk dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1217
  • Rouge2 Precision: 0.5537
  • Rouge2 Recall: 0.4251
  • Rouge2 Fmeasure: 0.4616
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: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Rouge2 Precision Rouge2 Recall Rouge2 Fmeasure
0.1604 1.0 15119 0.1156 0.5567 0.4266 0.4633
0.1573 2.0 30238 0.1163 0.5534 0.4258 0.462
0.1552 3.0 45357 0.1197 0.5527 0.4244 0.4608
0.1514 4.0 60476 0.1214 0.5528 0.4257 0.4617
0.1524 5.0 75595 0.1217 0.5537 0.4251 0.4616
Framework versions
  • Transformers 4.22.0
  • Pytorch 1.12.1+cu113
  • Datasets 2.4.0
  • Tokenizers 0.12.1

Runs of mrm8488 t5-small-finetuned-text-simplification on huggingface.co

464
Total runs
0
24-hour runs
301
3-day runs
299
7-day runs
366
30-day runs

More Information About t5-small-finetuned-text-simplification huggingface.co Model

More t5-small-finetuned-text-simplification license Visit here:

https://choosealicense.com/licenses/apache-2.0

t5-small-finetuned-text-simplification huggingface.co

t5-small-finetuned-text-simplification huggingface.co is an AI model on huggingface.co that provides t5-small-finetuned-text-simplification's model effect (), which can be used instantly with this mrm8488 t5-small-finetuned-text-simplification model. huggingface.co supports a free trial of the t5-small-finetuned-text-simplification model, and also provides paid use of the t5-small-finetuned-text-simplification. Support call t5-small-finetuned-text-simplification model through api, including Node.js, Python, http.

t5-small-finetuned-text-simplification huggingface.co Url

https://huggingface.co/mrm8488/t5-small-finetuned-text-simplification

mrm8488 t5-small-finetuned-text-simplification online free

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

mrm8488 t5-small-finetuned-text-simplification online free url in huggingface.co:

https://huggingface.co/mrm8488/t5-small-finetuned-text-simplification

t5-small-finetuned-text-simplification install

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

t5-small-finetuned-text-simplification install url in huggingface.co:

https://huggingface.co/mrm8488/t5-small-finetuned-text-simplification

Url of t5-small-finetuned-text-simplification

t5-small-finetuned-text-simplification huggingface.co Url

Provider of t5-small-finetuned-text-simplification huggingface.co

mrm8488
ORGANIZATIONS

Other API from mrm8488

huggingface.co

Total runs: 855
Run Growth: 264
Growth Rate: 30.88%
Updated:February 23 2024
huggingface.co

Total runs: 715
Run Growth: 506
Growth Rate: 80.19%
Updated:March 19 2023
huggingface.co

Total runs: 93
Run Growth: 58
Growth Rate: 65.17%
Updated:June 20 2023
huggingface.co

Total runs: 72
Run Growth: 32
Growth Rate: 44.44%
Updated:January 24 2024