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metadata
license: apache-2.0
base_model: google/electra-small-discriminator
tags:
  - generated_from_trainer
model-index:
  - name: teacher_electra_small
    results: []

teacher_electra_small

This model is a fine-tuned version of google/electra-small-discriminator on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3884

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: 2e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 1022
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 1000
  • num_epochs: 4

Training results

Training Loss Epoch Step Validation Loss
0.8696 0.35 3000 0.5508
0.5071 0.71 6000 0.4578
0.448 1.06 9000 0.4210
0.4084 1.41 12000 0.4109
0.3878 1.77 15000 0.3913
0.3832 2.12 18000 0.3884
0.3529 2.47 21000 0.3900
0.3492 2.83 24000 0.3884

Framework versions

  • Transformers 4.32.1
  • Pytorch 2.1.0
  • Datasets 2.12.0
  • Tokenizers 0.13.2