BERT-MLM / README.md
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metadata
tags:
  - generated_from_trainer
model-index:
  - name: model
    results: []

model

This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 5.6008

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: 0.01
  • 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: linear
  • training_steps: 500

Training results

Training Loss Epoch Step Validation Loss
5.8089 0.12 100 5.6241
5.6173 0.25 200 5.6149
5.6119 0.37 300 5.6090
5.6128 0.49 400 5.6053
5.5999 0.62 500 5.6008

Framework versions

  • Transformers 4.36.2
  • Pytorch 2.1.2+cu118
  • Datasets 2.16.0
  • Tokenizers 0.15.0