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gokulsrinivasagan/tinybert_train_book_ent_15p_mid_sst2

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
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tinyberttrainbookent15pmidsst2

This model is a fine-tuned version of gokulsrinivasagan/tinybert_train_book_ent_15p_mid on the GLUE SST2 dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.4649
  • —Accuracy: 0.7982

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
  • —trainbatchsize: 256
  • —evalbatchsize: 256
  • —seed: 10
  • —optimizer: Use adamwtorch with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —num_epochs: 50

Training results

Training LossEpochStepValidation LossAccuracy
0.58381.02640.46740.7798
0.27942.05280.46490.7982
0.21143.07920.46600.7993
0.18194.010560.52800.7867
0.15745.013200.57470.7970
0.13756.015840.79180.7787
0.12127.018480.74260.7833

Framework versions

  • —Transformers 4.51.2
  • —Pytorch 2.6.0+cu126
  • —Datasets 3.5.0
  • —Tokenizers 0.21.1