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gokulsrinivasagan/tinybert_train_book_ent_15p_mid_mnli

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
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tinyberttrainbookent15pmidmnli

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

  • —Loss: 0.8795
  • —Accuracy: 0.5985

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
1.04791.015340.96780.5192
0.93982.030680.91390.5664
0.88443.046020.88620.5840
0.84034.061360.87030.6009
0.80115.076700.87080.6011
0.76496.092040.89070.6070
0.73097.0107380.89410.6086
0.69578.0122720.92510.6022
0.66029.0138060.94910.6015

Framework versions

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