mini-mlm-tweet / README.md
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metadata
license: apache-2.0
tags:
  - generated_from_trainer
model-index:
  - name: mini-mlm-tweet
    results: []

mini-mlm-tweet

This model is a fine-tuned version of google/bert_uncased_L-4_H-256_A-4 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 4.1171

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
3.9227 11.11 500 3.8377
3.4825 22.22 1000 3.7411
3.2903 33.33 1500 3.8864
3.1026 44.44 2000 3.6987
2.9438 55.56 2500 3.9807
2.8075 66.67 3000 3.8835
2.6951 77.78 3500 4.1171

Framework versions

  • Transformers 4.25.1
  • Pytorch 1.13.0+cu116
  • Datasets 2.7.1
  • Tokenizers 0.13.2