muhtasham / tiny-mlm-glue-cola-from-scratch-custom-tokenizer-target-glue-mrpc

huggingface.co
Total runs: 40
24-hour runs: 1
7-day runs: 13
30-day runs: 25
Model's Last Updated: January 13 2023
text-classification

Introduction of tiny-mlm-glue-cola-from-scratch-custom-tokenizer-target-glue-mrpc

Model Details of tiny-mlm-glue-cola-from-scratch-custom-tokenizer-target-glue-mrpc

tiny-mlm-glue-cola-from-scratch-custom-tokenizer-target-glue-mrpc

This model is a fine-tuned version of muhtasham/tiny-mlm-glue-cola-from-scratch-custom-tokenizer on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.3255
  • Accuracy: 0.6814
  • F1: 0.7774
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: 3e-05
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: constant
  • training_steps: 5000
Training results
Training Loss Epoch Step Validation Loss Accuracy F1
0.6335 4.35 500 0.6141 0.6838 0.8122
0.5775 8.7 1000 0.6149 0.6863 0.7816
0.4672 13.04 1500 0.6877 0.6740 0.7703
0.3568 17.39 2000 0.7828 0.6887 0.7858
0.2805 21.74 2500 0.9508 0.6275 0.7164
0.2304 26.09 3000 0.9905 0.6912 0.7886
0.1817 30.43 3500 1.0912 0.6814 0.7804
0.1534 34.78 4000 1.2402 0.6446 0.7434
0.1338 39.13 4500 1.3255 0.6814 0.7774
Framework versions
  • Transformers 4.26.0.dev0
  • Pytorch 1.13.0+cu116
  • Datasets 2.8.1.dev0
  • Tokenizers 0.13.2

Runs of muhtasham tiny-mlm-glue-cola-from-scratch-custom-tokenizer-target-glue-mrpc on huggingface.co

40
Total runs
1
24-hour runs
4
3-day runs
13
7-day runs
25
30-day runs

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