gokulsrinivasagan / bert_tiny_lda_50_v1_book_cola

huggingface.co
Total runs: 7
24-hour runs: 0
7-day runs: -2
30-day runs: 0
Model's Last Updated: December 10 2024
text-classification

Introduction of bert_tiny_lda_50_v1_book_cola

Model Details of bert_tiny_lda_50_v1_book_cola

bert_tiny_lda_50_v1_book_cola

This model is a fine-tuned version of gokulsrinivasagan/bert_tiny_lda_50_v1_book on the GLUE COLA dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5935
  • Matthews Correlation: 0.1367
  • Accuracy: 0.6989
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 Matthews Correlation Accuracy
0.6133 1.0 34 0.6133 0.0 0.6913
0.5995 2.0 68 0.6049 -0.0293 0.6894
0.57 3.0 102 0.5935 0.1367 0.6989
0.5209 4.0 136 0.6036 0.1839 0.6846
0.466 5.0 170 0.6264 0.2074 0.6826
0.3922 6.0 204 0.7121 0.1825 0.6980
0.3492 7.0 238 0.7019 0.2204 0.6989
0.307 8.0 272 0.7503 0.2271 0.6999
Framework versions
  • Transformers 4.46.3
  • Pytorch 2.2.1+cu118
  • Datasets 2.17.0
  • Tokenizers 0.20.3

Runs of gokulsrinivasagan bert_tiny_lda_50_v1_book_cola on huggingface.co

7
Total runs
0
24-hour runs
0
3-day runs
-2
7-day runs
0
30-day runs

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