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qminh369/bartpho_queryrewriting_10epoch

sourceHugging Faceupdated 2y agoView on Hugging Face
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Model Card

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bartphoqueryrewriting10epoch

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

  • Loss: 1.9870

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
  • trainbatchsize: 28
  • evalbatchsize: 28
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 10

Training results

Training LossEpochStepValidation Loss
2.12641.09011.9870
2.43392.018027.5149
2.24283.027039.1814
2.22744.036048.1418
2.19445.045056.8951
2.16426.054067.9092
2.13127.063077.9537
2.10758.072088.6664
2.08919.081097.7073
2.07710.090106.7505

Framework versions

  • Transformers 4.41.2
  • Pytorch 2.3.1+cu118
  • Datasets 2.20.0
  • Tokenizers 0.19.1