gokulsrinivasagan / bert_base_train_book_ent_2_cola

huggingface.co
Total runs: 15
24-hour runs: 0
7-day runs: 4
30-day runs: 11
Model's Last Updated: April 06 2025
text-classification

Introduction of bert_base_train_book_ent_2_cola

Model Details of bert_base_train_book_ent_2_cola

bert_base_train_book_ent_2_cola

This model is a fine-tuned version of gokulsrinivasagan/bert_base_train_book_ent_2 on the GLUE COLA dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6141
  • Matthews Correlation: 0.0364
  • Accuracy: 0.6913
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 OptimizerNames.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 Matthews Correlation Accuracy
0.6183 1.0 34 0.6265 0.0 0.6913
0.6103 2.0 68 0.6217 0.0 0.6913
0.6039 3.0 102 0.6141 0.0364 0.6913
0.5947 4.0 136 0.6363 0.0424 0.6769
0.5597 5.0 170 0.6327 0.0313 0.6788
0.5262 6.0 204 0.6443 0.0939 0.6481
0.4888 7.0 238 0.6998 0.1285 0.6328
0.4348 8.0 272 0.7573 0.0834 0.6337
Framework versions
  • Transformers 4.46.1
  • Pytorch 2.6.0+cu124
  • Datasets 3.1.0
  • Tokenizers 0.20.3

Runs of gokulsrinivasagan bert_base_train_book_ent_2_cola on huggingface.co

15
Total runs
0
24-hour runs
5
3-day runs
4
7-day runs
11
30-day runs

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