gokuls / hBERTv1_data_aug_sst2

huggingface.co
Total runs: 14
24-hour runs: 0
7-day runs: -2
30-day runs: 8
Model's Last Updated: March 06 2023
text-classification

Introduction of hBERTv1_data_aug_sst2

Model Details of hBERTv1_data_aug_sst2

hBERTv1_data_aug_sst2

This model is a fine-tuned version of gokuls/bert_12_layer_model_v1 on the GLUE SST2 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6087
  • Accuracy: 0.7856
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
0.2892 1.0 4374 0.6087 0.7856
0.1628 2.0 8748 0.7398 0.7810
0.1151 3.0 13122 0.8492 0.8016
0.0917 4.0 17496 1.0381 0.7867
0.0862 5.0 21870 0.9657 0.7867
0.0762 6.0 26244 1.0815 0.7821
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_sst2 on huggingface.co

14
Total runs
0
24-hour runs
-1
3-day runs
-2
7-day runs
8
30-day runs

More Information About hBERTv1_data_aug_sst2 huggingface.co Model

hBERTv1_data_aug_sst2 huggingface.co

hBERTv1_data_aug_sst2 huggingface.co is an AI model on huggingface.co that provides hBERTv1_data_aug_sst2's model effect (), which can be used instantly with this gokuls hBERTv1_data_aug_sst2 model. huggingface.co supports a free trial of the hBERTv1_data_aug_sst2 model, and also provides paid use of the hBERTv1_data_aug_sst2. Support call hBERTv1_data_aug_sst2 model through api, including Node.js, Python, http.

hBERTv1_data_aug_sst2 huggingface.co Url

https://huggingface.co/gokuls/hBERTv1_data_aug_sst2

gokuls hBERTv1_data_aug_sst2 online free

hBERTv1_data_aug_sst2 huggingface.co is an online trial and call api platform, which integrates hBERTv1_data_aug_sst2's modeling effects, including api services, and provides a free online trial of hBERTv1_data_aug_sst2, you can try hBERTv1_data_aug_sst2 online for free by clicking the link below.

gokuls hBERTv1_data_aug_sst2 online free url in huggingface.co:

https://huggingface.co/gokuls/hBERTv1_data_aug_sst2

hBERTv1_data_aug_sst2 install

hBERTv1_data_aug_sst2 is an open source model from GitHub that offers a free installation service, and any user can find hBERTv1_data_aug_sst2 on GitHub to install. At the same time, huggingface.co provides the effect of hBERTv1_data_aug_sst2 install, users can directly use hBERTv1_data_aug_sst2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

hBERTv1_data_aug_sst2 install url in huggingface.co:

https://huggingface.co/gokuls/hBERTv1_data_aug_sst2

Url of hBERTv1_data_aug_sst2

hBERTv1_data_aug_sst2 huggingface.co Url

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