gokuls / hBERTv1_data_aug_wnli

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Total runs: 23
24-hour runs: 0
7-day runs: -1
30-day runs: 14
Model's Last Updated: March 06 2023
text-classification

Introduction of hBERTv1_data_aug_wnli

Model Details of hBERTv1_data_aug_wnli

hBERTv1_data_aug_wnli

This model is a fine-tuned version of gokuls/bert_12_layer_model_v1 on the GLUE WNLI dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8232
  • Accuracy: 0.3239
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: 256
  • eval_batch_size: 256
  • 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
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.6916 1.0 218 0.8232 0.3239
0.5909 2.0 436 2.9065 0.0704
0.3754 3.0 654 4.7671 0.0845
0.2639 4.0 872 5.6922 0.1127
0.1921 5.0 1090 5.9948 0.0845
0.1317 6.0 1308 6.7444 0.0986
Framework versions
  • Transformers 4.26.1
  • Pytorch 1.14.0a0+410ce96
  • Datasets 2.10.1
  • Tokenizers 0.13.2

Runs of gokuls hBERTv1_data_aug_wnli on huggingface.co

23
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
14
30-day runs

More Information About hBERTv1_data_aug_wnli huggingface.co Model

hBERTv1_data_aug_wnli huggingface.co

hBERTv1_data_aug_wnli huggingface.co is an AI model on huggingface.co that provides hBERTv1_data_aug_wnli's model effect (), which can be used instantly with this gokuls hBERTv1_data_aug_wnli model. huggingface.co supports a free trial of the hBERTv1_data_aug_wnli model, and also provides paid use of the hBERTv1_data_aug_wnli. Support call hBERTv1_data_aug_wnli model through api, including Node.js, Python, http.

hBERTv1_data_aug_wnli huggingface.co Url

https://huggingface.co/gokuls/hBERTv1_data_aug_wnli

gokuls hBERTv1_data_aug_wnli online free

hBERTv1_data_aug_wnli huggingface.co is an online trial and call api platform, which integrates hBERTv1_data_aug_wnli's modeling effects, including api services, and provides a free online trial of hBERTv1_data_aug_wnli, you can try hBERTv1_data_aug_wnli online for free by clicking the link below.

gokuls hBERTv1_data_aug_wnli online free url in huggingface.co:

https://huggingface.co/gokuls/hBERTv1_data_aug_wnli

hBERTv1_data_aug_wnli install

hBERTv1_data_aug_wnli is an open source model from GitHub that offers a free installation service, and any user can find hBERTv1_data_aug_wnli on GitHub to install. At the same time, huggingface.co provides the effect of hBERTv1_data_aug_wnli install, users can directly use hBERTv1_data_aug_wnli installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

hBERTv1_data_aug_wnli install url in huggingface.co:

https://huggingface.co/gokuls/hBERTv1_data_aug_wnli

Url of hBERTv1_data_aug_wnli

hBERTv1_data_aug_wnli huggingface.co Url

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