Etelis / TUF_XLNET_5E

huggingface.co
Total runs: 15
24-hour runs: 0
7-day runs: -3
30-day runs: -4
Model's Last Updated: November 29 2022
text-classification

Introduction of TUF_XLNET_5E

Model Details of TUF_XLNET_5E

TUF_XLNET_5E

This model is a fine-tuned version of xlnet-base-cased on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2725
  • Accuracy: 0.9533
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: 3e-05
  • train_batch_size: 16
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.4817 0.1 50 0.2602 0.8733
0.2405 0.2 100 0.5818 0.88
0.2172 0.3 150 0.1851 0.9533
0.2697 0.4 200 0.1692 0.9267
0.2313 0.5 250 0.1086 0.9467
0.2245 0.59 300 0.2031 0.9267
0.1805 0.69 350 0.1414 0.9467
0.1896 0.79 400 0.0824 0.9733
0.1969 0.89 450 0.1499 0.9533
0.1745 0.99 500 0.1827 0.9267
0.1143 1.09 550 0.1923 0.9533
0.1478 1.19 600 0.1718 0.94
0.1368 1.29 650 0.1170 0.9733
0.1288 1.39 700 0.1418 0.9667
0.1689 1.49 750 0.1173 0.9733
0.1078 1.58 800 0.2784 0.9333
0.1343 1.68 850 0.1555 0.9533
0.1104 1.78 900 0.1361 0.9533
0.1267 1.88 950 0.1936 0.9267
0.0928 1.98 1000 0.3070 0.94
0.0949 2.08 1050 0.1905 0.94
0.0329 2.18 1100 0.2296 0.9533
0.0406 2.28 1150 0.3202 0.94
0.0983 2.38 1200 0.4515 0.9267
0.0533 2.48 1250 0.2152 0.9533
0.0878 2.57 1300 0.1573 0.9533
0.0595 2.67 1350 0.1699 0.96
0.0937 2.77 1400 0.2825 0.9333
0.0817 2.87 1450 0.2325 0.9467
0.0845 2.97 1500 0.1918 0.9533
0.0711 3.07 1550 0.3186 0.94
0.033 3.17 1600 0.2571 0.94
0.0134 3.27 1650 0.2733 0.94
0.0546 3.37 1700 0.1934 0.9533
0.0277 3.47 1750 0.2731 0.94
0.0081 3.56 1800 0.2531 0.9467
0.0387 3.66 1850 0.2121 0.96
0.0014 3.76 1900 0.2601 0.96
0.0379 3.86 1950 0.2501 0.9467
0.0271 3.96 2000 0.2899 0.94
0.0182 4.06 2050 0.2197 0.9533
0.0263 4.16 2100 0.2374 0.9533
0.0079 4.26 2150 0.3192 0.94
0.0239 4.36 2200 0.3755 0.9333
0.02 4.46 2250 0.2702 0.9467
0.0072 4.55 2300 0.2055 0.9533
0.0124 4.65 2350 0.2299 0.9533
0.0072 4.75 2400 0.2813 0.9533
0.0125 4.85 2450 0.2696 0.9533
0.0205 4.95 2500 0.2725 0.9533
Framework versions
  • Transformers 4.24.0
  • Pytorch 1.13.0
  • Datasets 2.7.1
  • Tokenizers 0.13.2

Runs of Etelis TUF_XLNET_5E on huggingface.co

15
Total runs
0
24-hour runs
0
3-day runs
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7-day runs
-4
30-day runs

More Information About TUF_XLNET_5E huggingface.co Model

More TUF_XLNET_5E license Visit here:

https://choosealicense.com/licenses/mit

TUF_XLNET_5E huggingface.co

TUF_XLNET_5E huggingface.co is an AI model on huggingface.co that provides TUF_XLNET_5E's model effect (), which can be used instantly with this Etelis TUF_XLNET_5E model. huggingface.co supports a free trial of the TUF_XLNET_5E model, and also provides paid use of the TUF_XLNET_5E. Support call TUF_XLNET_5E model through api, including Node.js, Python, http.

TUF_XLNET_5E huggingface.co Url

https://huggingface.co/Etelis/TUF_XLNET_5E

Etelis TUF_XLNET_5E online free

TUF_XLNET_5E huggingface.co is an online trial and call api platform, which integrates TUF_XLNET_5E's modeling effects, including api services, and provides a free online trial of TUF_XLNET_5E, you can try TUF_XLNET_5E online for free by clicking the link below.

Etelis TUF_XLNET_5E online free url in huggingface.co:

https://huggingface.co/Etelis/TUF_XLNET_5E

TUF_XLNET_5E install

TUF_XLNET_5E is an open source model from GitHub that offers a free installation service, and any user can find TUF_XLNET_5E on GitHub to install. At the same time, huggingface.co provides the effect of TUF_XLNET_5E install, users can directly use TUF_XLNET_5E installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

TUF_XLNET_5E install url in huggingface.co:

https://huggingface.co/Etelis/TUF_XLNET_5E

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TUF_XLNET_5E huggingface.co Url

Provider of TUF_XLNET_5E huggingface.co

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