gokuls / hBERTv1_data_aug_cola

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Total runs: 25
24-hour runs: 0
7-day runs: 1
30-day runs: 11
Model's Last Updated: March 02 2023
text-classification

Introduction of hBERTv1_data_aug_cola

Model Details of hBERTv1_data_aug_cola

hBERTv1_data_aug_cola

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

  • Loss: 0.6183
  • Matthews Correlation: 0.0
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 Matthews Correlation
0.6084 1.0 835 0.6252 0.0
0.6066 2.0 1670 0.6183 0.0
0.6065 3.0 2505 0.6185 0.0
0.6062 4.0 3340 0.6219 0.0
0.6061 5.0 4175 0.6205 0.0
0.6066 6.0 5010 0.6184 0.0
0.6061 7.0 5845 0.6187 0.0
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_cola on huggingface.co

25
Total runs
0
24-hour runs
1
3-day runs
1
7-day runs
11
30-day runs

More Information About hBERTv1_data_aug_cola huggingface.co Model

hBERTv1_data_aug_cola huggingface.co

hBERTv1_data_aug_cola huggingface.co is an AI model on huggingface.co that provides hBERTv1_data_aug_cola's model effect (), which can be used instantly with this gokuls hBERTv1_data_aug_cola model. huggingface.co supports a free trial of the hBERTv1_data_aug_cola model, and also provides paid use of the hBERTv1_data_aug_cola. Support call hBERTv1_data_aug_cola model through api, including Node.js, Python, http.

hBERTv1_data_aug_cola huggingface.co Url

https://huggingface.co/gokuls/hBERTv1_data_aug_cola

gokuls hBERTv1_data_aug_cola online free

hBERTv1_data_aug_cola huggingface.co is an online trial and call api platform, which integrates hBERTv1_data_aug_cola's modeling effects, including api services, and provides a free online trial of hBERTv1_data_aug_cola, you can try hBERTv1_data_aug_cola online for free by clicking the link below.

gokuls hBERTv1_data_aug_cola online free url in huggingface.co:

https://huggingface.co/gokuls/hBERTv1_data_aug_cola

hBERTv1_data_aug_cola install

hBERTv1_data_aug_cola is an open source model from GitHub that offers a free installation service, and any user can find hBERTv1_data_aug_cola on GitHub to install. At the same time, huggingface.co provides the effect of hBERTv1_data_aug_cola install, users can directly use hBERTv1_data_aug_cola installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

hBERTv1_data_aug_cola install url in huggingface.co:

https://huggingface.co/gokuls/hBERTv1_data_aug_cola

Url of hBERTv1_data_aug_cola

hBERTv1_data_aug_cola huggingface.co Url

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