muhtasham / finetuned-mlm_medium

huggingface.co
Total runs: 3
24-hour runs: 0
7-day runs: 2
30-day runs: 2
Model's Last Updated: December 03 2022
text-classification

Introduction of finetuned-mlm_medium

Model Details of finetuned-mlm_medium

finetuned-mlm_medium

This model is a fine-tuned version of muhtasham/bert-medium-mlm-finetuned-emotion on the imdb dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2805
  • Accuracy: 0.9542
  • F1: 0.9765
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: 128
  • eval_batch_size: 128
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: constant
  • num_epochs: 200
Training results
Training Loss Epoch Step Validation Loss Accuracy F1
0.2318 2.55 500 0.1428 0.9512 0.9750
0.0777 5.1 1000 0.1976 0.9513 0.9750
0.0362 7.65 1500 0.2704 0.9388 0.9684
0.0234 10.2 2000 0.2245 0.9578 0.9784
0.0181 12.76 2500 0.3703 0.9310 0.9643
0.0158 15.31 3000 0.6137 0.9001 0.9474
0.013 17.86 3500 0.2805 0.9542 0.9765
Framework versions
  • Transformers 4.25.1
  • Pytorch 1.12.1+cu113
  • Datasets 2.7.1
  • Tokenizers 0.13.2

Runs of muhtasham finetuned-mlm_medium on huggingface.co

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

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