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metadata
license: apache-2.0
tags:
  - generated_from_trainer
metrics:
  - accuracy
model-index:
  - name: nbme-electra-large-generator
    results: []

nbme-electra-large-generator

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

  • Loss: 0.0122
  • Accuracy: 0.9977

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: 5e-05
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3.0

Training results

Training Loss Epoch Step Validation Loss Accuracy
No log 1.0 195 0.1125 0.9789
No log 2.0 390 0.0141 0.9973
0.6233 3.0 585 0.0122 0.9977

Framework versions

  • Transformers 4.19.0.dev0
  • Pytorch 1.11.0
  • Datasets 2.1.0
  • Tokenizers 0.12.1