muhtasham / medium-mlm-imdb-target-imdb

huggingface.co
Total runs: 34
24-hour runs: 0
7-day runs: 0
30-day runs: 25
Model's Last Updated: December 11 2022
text-classification

Introduction of medium-mlm-imdb-target-imdb

Model Details of medium-mlm-imdb-target-imdb

medium-mlm-imdb-target-imdb

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

  • Loss: 0.3883
  • Accuracy: 0.9064
  • F1: 0.9509
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
  • num_epochs: 200
Training results
Training Loss Epoch Step Validation Loss Accuracy F1
0.2923 0.64 500 0.1860 0.9310 0.9642
0.2049 1.28 1000 0.0830 0.9708 0.9852
0.1569 1.92 1500 0.1258 0.9547 0.9768
0.1067 2.56 2000 0.5306 0.8643 0.9272
0.0837 3.2 2500 0.3883 0.9064 0.9509
Framework versions
  • Transformers 4.25.1
  • Pytorch 1.12.1
  • Datasets 2.7.1
  • Tokenizers 0.13.2

Runs of muhtasham medium-mlm-imdb-target-imdb on huggingface.co

34
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
25
30-day runs

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