gokulsrinivasagan / tinybert_base_train_kd_cola

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: -5
30-day runs: -3
Model's Last Updated: April 17 2025
text-classification

Introduction of tinybert_base_train_kd_cola

Model Details of tinybert_base_train_kd_cola

tinybert_base_train_kd_cola

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

  • Loss: 0.6104
  • Matthews Correlation: 0.0
  • 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 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
0.618 1.0 34 0.6214 0.0 0.6913
0.6069 2.0 68 0.6142 0.0 0.6913
0.593 3.0 102 0.6104 0.0 0.6913
0.5704 4.0 136 0.6405 0.0891 0.6922
0.531 5.0 170 0.6349 0.1562 0.6472
0.4897 6.0 204 0.6450 0.0970 0.6683
0.4541 7.0 238 0.7220 0.1025 0.6299
0.4162 8.0 272 0.7742 0.0991 0.6500
Framework versions
  • Transformers 4.51.2
  • Pytorch 2.6.0+cu126
  • Datasets 3.5.0
  • Tokenizers 0.21.1

Runs of gokulsrinivasagan tinybert_base_train_kd_cola on huggingface.co

9
Total runs
0
24-hour runs
-2
3-day runs
-5
7-day runs
-3
30-day runs

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