SetFit / deberta-v3-large__sst2__train-16-9

huggingface.co
Total runs: 31
24-hour runs: 0
7-day runs: 4
30-day runs: 24
Model's Last Updated: December 21 2023
text-classification

Introduction of deberta-v3-large__sst2__train-16-9

Model Details of deberta-v3-large__sst2__train-16-9

deberta-v3-large__sst2__train-16-9

This model is a fine-tuned version of microsoft/deberta-v3-large on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.2598
  • Accuracy: 0.7809
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: 2e-05
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 50
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.6887 1.0 7 0.7452 0.2857
0.6889 2.0 14 0.7988 0.2857
0.6501 3.0 21 0.8987 0.2857
0.4286 4.0 28 0.9186 0.4286
0.3591 5.0 35 0.5566 0.7143
0.0339 6.0 42 1.1130 0.5714
0.013 7.0 49 1.8296 0.7143
0.0041 8.0 56 1.7069 0.7143
0.0023 9.0 63 1.1942 0.7143
0.0022 10.0 70 0.6054 0.7143
0.0011 11.0 77 0.3872 0.7143
0.0006 12.0 84 0.3217 0.7143
0.0005 13.0 91 0.2879 0.8571
0.0005 14.0 98 0.2640 0.8571
0.0004 15.0 105 0.2531 0.8571
0.0003 16.0 112 0.2384 0.8571
0.0004 17.0 119 0.2338 0.8571
0.0003 18.0 126 0.2314 0.8571
0.0003 19.0 133 0.2276 0.8571
0.0003 20.0 140 0.2172 0.8571
0.0003 21.0 147 0.2069 0.8571
0.0002 22.0 154 0.2018 0.8571
0.0002 23.0 161 0.2005 0.8571
0.0002 24.0 168 0.1985 0.8571
0.0002 25.0 175 0.1985 1.0
0.0002 26.0 182 0.1955 1.0
0.0002 27.0 189 0.1967 1.0
0.0002 28.0 196 0.1918 1.0
0.0002 29.0 203 0.1888 1.0
0.0002 30.0 210 0.1864 1.0
0.0002 31.0 217 0.1870 1.0
0.0002 32.0 224 0.1892 1.0
0.0002 33.0 231 0.1917 1.0
0.0002 34.0 238 0.1869 1.0
0.0002 35.0 245 0.1812 1.0
0.0001 36.0 252 0.1777 1.0
0.0002 37.0 259 0.1798 1.0
0.0002 38.0 266 0.1824 0.8571
0.0002 39.0 273 0.1846 0.8571
0.0002 40.0 280 0.1839 0.8571
0.0001 41.0 287 0.1826 0.8571
0.0001 42.0 294 0.1779 0.8571
0.0002 43.0 301 0.1762 0.8571
0.0001 44.0 308 0.1742 1.0
0.0002 45.0 315 0.1708 1.0
0.0001 46.0 322 0.1702 1.0
0.0001 47.0 329 0.1699 1.0
0.0001 48.0 336 0.1695 1.0
0.0001 49.0 343 0.1683 1.0
0.0001 50.0 350 0.1681 1.0
Framework versions
  • Transformers 4.15.0
  • Pytorch 1.10.2+cu102
  • Datasets 1.18.2
  • Tokenizers 0.10.3

Runs of SetFit deberta-v3-large__sst2__train-16-9 on huggingface.co

31
Total runs
0
24-hour runs
2
3-day runs
4
7-day runs
24
30-day runs

More Information About deberta-v3-large__sst2__train-16-9 huggingface.co Model

More deberta-v3-large__sst2__train-16-9 license Visit here:

https://choosealicense.com/licenses/mit

deberta-v3-large__sst2__train-16-9 huggingface.co

deberta-v3-large__sst2__train-16-9 huggingface.co is an AI model on huggingface.co that provides deberta-v3-large__sst2__train-16-9's model effect (), which can be used instantly with this SetFit deberta-v3-large__sst2__train-16-9 model. huggingface.co supports a free trial of the deberta-v3-large__sst2__train-16-9 model, and also provides paid use of the deberta-v3-large__sst2__train-16-9. Support call deberta-v3-large__sst2__train-16-9 model through api, including Node.js, Python, http.

deberta-v3-large__sst2__train-16-9 huggingface.co Url

https://huggingface.co/SetFit/deberta-v3-large__sst2__train-16-9

SetFit deberta-v3-large__sst2__train-16-9 online free

deberta-v3-large__sst2__train-16-9 huggingface.co is an online trial and call api platform, which integrates deberta-v3-large__sst2__train-16-9's modeling effects, including api services, and provides a free online trial of deberta-v3-large__sst2__train-16-9, you can try deberta-v3-large__sst2__train-16-9 online for free by clicking the link below.

SetFit deberta-v3-large__sst2__train-16-9 online free url in huggingface.co:

https://huggingface.co/SetFit/deberta-v3-large__sst2__train-16-9

deberta-v3-large__sst2__train-16-9 install

deberta-v3-large__sst2__train-16-9 is an open source model from GitHub that offers a free installation service, and any user can find deberta-v3-large__sst2__train-16-9 on GitHub to install. At the same time, huggingface.co provides the effect of deberta-v3-large__sst2__train-16-9 install, users can directly use deberta-v3-large__sst2__train-16-9 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

deberta-v3-large__sst2__train-16-9 install url in huggingface.co:

https://huggingface.co/SetFit/deberta-v3-large__sst2__train-16-9

Url of deberta-v3-large__sst2__train-16-9

deberta-v3-large__sst2__train-16-9 huggingface.co Url

Provider of deberta-v3-large__sst2__train-16-9 huggingface.co

SetFit
ORGANIZATIONS

Other API from SetFit