gokuls / bert-base-uncased-wnli

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Total runs: 14
24-hour runs: 0
7-day runs: -2
30-day runs: 3
Model's Last Updated: January 27 2023
text-classification

Introduction of bert-base-uncased-wnli

Model Details of bert-base-uncased-wnli

bert-base-uncased-wnli

This model is a fine-tuned version of bert-base-uncased on the GLUE WNLI dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6968
  • Accuracy: 0.4789
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: 128
  • eval_batch_size: 128
  • seed: 10
  • distributed_type: multi-GPU
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 50
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.7192 1.0 5 0.6968 0.4789
0.6928 2.0 10 0.7003 0.2676
0.6921 3.0 15 0.7057 0.5211
0.6931 4.0 20 0.7282 0.3944
0.6922 5.0 25 0.7579 0.2535
0.68 6.0 30 0.8314 0.2254
0.6652 7.0 35 0.8990 0.1831
0.627 8.0 40 1.0187 0.2254
Framework versions
  • Transformers 4.26.0
  • Pytorch 1.14.0a0+410ce96
  • Datasets 2.9.0
  • Tokenizers 0.13.2

Runs of gokuls bert-base-uncased-wnli on huggingface.co

14
Total runs
0
24-hour runs
0
3-day runs
-2
7-day runs
3
30-day runs

More Information About bert-base-uncased-wnli huggingface.co Model

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bert-base-uncased-wnli huggingface.co

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

bert-base-uncased-wnli huggingface.co Url

https://huggingface.co/gokuls/bert-base-uncased-wnli

gokuls bert-base-uncased-wnli online free

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

gokuls bert-base-uncased-wnli online free url in huggingface.co:

https://huggingface.co/gokuls/bert-base-uncased-wnli

bert-base-uncased-wnli install

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

bert-base-uncased-wnli install url in huggingface.co:

https://huggingface.co/gokuls/bert-base-uncased-wnli

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