gokulsrinivasagan / tinybert_train_book_v2_wnli

huggingface.co
Total runs: 12
24-hour runs: 0
7-day runs: 1
30-day runs: 7
Model's Last Updated: January 30 2025
text-classification

Introduction of tinybert_train_book_v2_wnli

Model Details of tinybert_train_book_v2_wnli

tinybert_train_book_v2_wnli

This model is a fine-tuned version of gokulsrinivasagan/tinybert_train_book_v2 on the GLUE WNLI dataset. It achieves the following results on the evaluation set:

  • Loss: 0.7159
  • Accuracy: 0.4507
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
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 50
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.7051 1.0 3 0.7159 0.4507
0.6983 2.0 6 0.7279 0.3380
0.6918 3.0 9 0.7459 0.2676
0.6897 4.0 12 0.7441 0.3099
0.691 5.0 15 0.7543 0.2676
0.6886 6.0 18 0.7753 0.2113
Framework versions
  • Transformers 4.46.3
  • Pytorch 2.2.1+cu118
  • Datasets 2.17.0
  • Tokenizers 0.20.3

Runs of gokulsrinivasagan tinybert_train_book_v2_wnli on huggingface.co

12
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
7
30-day runs

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tinybert_train_book_v2_wnli install

tinybert_train_book_v2_wnli is an open source model from GitHub that offers a free installation service, and any user can find tinybert_train_book_v2_wnli on GitHub to install. At the same time, huggingface.co provides the effect of tinybert_train_book_v2_wnli install, users can directly use tinybert_train_book_v2_wnli installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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