gokulsrinivasagan / tinybert_base_train_book_ent_15p_s_init_qqp

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

Introduction of tinybert_base_train_book_ent_15p_s_init_qqp

Model Details of tinybert_base_train_book_ent_15p_s_init_qqp

tinybert_base_train_book_ent_15p_s_init_qqp

This model is a fine-tuned version of gokulsrinivasagan/tinybert_base_train_book_ent_15p_s_init on the GLUE QQP dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3183
  • Accuracy: 0.8580
  • F1: 0.8032
  • Combined Score: 0.8306
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
0.4585 1.0 1422 0.3807 0.8173 0.7658 0.7915
0.3589 2.0 2844 0.3712 0.8234 0.7913 0.8073
0.3115 3.0 4266 0.3361 0.8477 0.8112 0.8294
0.2742 4.0 5688 0.3183 0.8580 0.8032 0.8306
0.2431 5.0 7110 0.3297 0.8611 0.8162 0.8386
0.2161 6.0 8532 0.3238 0.8658 0.8248 0.8453
0.1931 7.0 9954 0.3438 0.8626 0.8242 0.8434
0.171 8.0 11376 0.3703 0.8672 0.8293 0.8482
0.1516 9.0 12798 0.3969 0.8628 0.8281 0.8455
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_book_ent_15p_s_init_qqp on huggingface.co

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

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