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phobert-large-finetuned-vietnamese_students_feedback

This model is a fine-tuned version of vinai/phobert-large on the vietnamese_students_feedback dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2285
  • Accuracy: 0.9463

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: 24
  • eval_batch_size: 24
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Accuracy
No log 1.0 477 0.2088 0.9375
0.3231 2.0 954 0.2463 0.9444
0.1805 3.0 1431 0.2285 0.9463

Framework versions

  • Transformers 4.15.0
  • Pytorch 1.10.1+cu113
  • Datasets 1.17.0
  • Tokenizers 0.10.3
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Evaluation results