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base-mlm-tweet

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metadata
license: apache-2.0
tags:
  - generated_from_trainer
model-index:
  - name: base-mlm-tweet
    results: []

base-mlm-tweet

This model is a fine-tuned version of google/bert_uncased_L-12_H-768_A-12 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 3.2872

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
2.7839 11.11 500 2.9523
2.1262 22.22 1000 3.0186
1.7246 33.33 1500 3.4226
1.3832 44.44 2000 3.2872

Framework versions

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