gokulsrinivasagan / tinybert_book_ent_15p_b_mrpc

huggingface.co
Total runs: 23
24-hour runs: 0
7-day runs: 5
30-day runs: 19
Model's Last Updated: April 22 2025
text-classification

Introduction of tinybert_book_ent_15p_b_mrpc

Model Details of tinybert_book_ent_15p_b_mrpc

tinybert_book_ent_15p_b_mrpc

This model is a fine-tuned version of gokulsrinivasagan/tinybert_book_ent_15p_b on the GLUE MRPC dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5913
  • Accuracy: 0.6887
  • F1: 0.7994
  • Combined Score: 0.7440
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 F1 Combined Score
0.6214 1.0 15 0.6032 0.6887 0.8 0.7444
0.5895 2.0 30 0.5913 0.6887 0.7994 0.7440
0.5682 3.0 45 0.6076 0.6961 0.8127 0.7544
0.5412 4.0 60 0.6187 0.6863 0.7762 0.7312
0.4784 5.0 75 0.6746 0.6520 0.7455 0.6987
0.409 6.0 90 0.8154 0.6348 0.7315 0.6832
0.3176 7.0 105 0.8858 0.6471 0.7568 0.7019
Framework versions
  • Transformers 4.51.2
  • Pytorch 2.6.0+cu126
  • Datasets 3.5.0
  • Tokenizers 0.21.1

Runs of gokulsrinivasagan tinybert_book_ent_15p_b_mrpc on huggingface.co

23
Total runs
0
24-hour runs
4
3-day runs
5
7-day runs
19
30-day runs

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