gokulsrinivasagan / tinybert_train_book_v2_mnli

huggingface.co
Total runs: 13
24-hour runs: 0
7-day runs: -2
30-day runs: 6
Model's Last Updated: January 30 2025
text-classification

Introduction of tinybert_train_book_v2_mnli

Model Details of tinybert_train_book_v2_mnli

tinybert_train_book_v2_mnli

This model is a fine-tuned version of gokulsrinivasagan/tinybert_train_book_v2 on the GLUE MNLI dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5840
  • Accuracy: 0.7631
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
0.7774 1.0 1534 0.6661 0.7188
0.6247 2.0 3068 0.6113 0.7501
0.5397 3.0 4602 0.6048 0.7577
0.4702 4.0 6136 0.6143 0.7658
0.409 5.0 7670 0.6276 0.7655
0.3531 6.0 9204 0.6843 0.7641
0.3063 7.0 10738 0.7110 0.7648
0.2619 8.0 12272 0.7525 0.7624
Framework versions
  • Transformers 4.46.3
  • Pytorch 2.2.1+cu118
  • Datasets 2.17.0
  • Tokenizers 0.20.3

Runs of gokulsrinivasagan tinybert_train_book_v2_mnli on huggingface.co

13
Total runs
0
24-hour runs
-1
3-day runs
-2
7-day runs
6
30-day runs

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