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qminh369/token-classification-llmlingua2-phobert-bctn-323_sample-5_epoch_16k_fpt_v1

sourceHugging Faceupdated 2y agoView on Hugging Face
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token-classification-llmlingua2-phobert-bctn-323sample-5epoch16kfpt_v1

This model is a fine-tuned version of vinai/phobert-base-v2 on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.6698

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: 1e-05
  • —trainbatchsize: 1
  • —evalbatchsize: 1
  • —seed: 42
  • —gradientaccumulationsteps: 16
  • —totaltrainbatch_size: 16
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 5

Training results

Training LossEpochStepValidation Loss
No log0.99160.6736
No log1.98320.6717
No log2.98480.6711
No log3.97640.6702
No log4.96800.6698

Framework versions

  • —Transformers 4.39.0.dev0
  • —Pytorch 2.2.1+cu118
  • —Datasets 2.18.0
  • —Tokenizers 0.15.2