muhtasham / small-mlm-squad-custom-tokenizer

huggingface.co
Total runs: 21
24-hour runs: 0
7-day runs: 6
30-day runs: 15
Model's Last Updated: September 19 2023
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Introduction of small-mlm-squad-custom-tokenizer

Model Details of small-mlm-squad-custom-tokenizer

small-mlm-squad-plain_text-custom-tokenizer

This model is a fine-tuned version of google/bert_uncased_L-4_H-512_A-8 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 6.8251
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
6.5581 0.4 500 6.9007
5.66 0.8 1000 6.8893
5.3942 1.2 1500 6.6270
5.1249 1.6 2000 6.7435
5.102 2.0 2500 6.6234
4.9016 2.4 3000 6.7771
4.9955 2.8 3500 6.8320
4.9036 3.2 4000 6.8251
Framework versions
  • Transformers 4.26.0.dev0
  • Pytorch 1.13.0+cu116
  • Datasets 2.8.1.dev0
  • Tokenizers 0.13.2

Runs of muhtasham small-mlm-squad-custom-tokenizer on huggingface.co

21
Total runs
0
24-hour runs
0
3-day runs
6
7-day runs
15
30-day runs

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