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cheongmyeong17/Contract-base-tokenizer-mDeBERTa-v3-kor-further

sourceHugging Facemitupdated 4y agoView on Hugging Face
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Model Card

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Contract-base-tokenizer-mDeBERTa-v3-kor-further

This model is a fine-tuned version of lighthouse/mdeberta-v3-base-kor-further on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.0437
  • —Accuracy: 0.9909

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
  • —trainbatchsize: 2
  • —evalbatchsize: 2
  • —seed: 42
  • —gradientaccumulationsteps: 16
  • —totaltrainbatch_size: 32
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 3
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossAccuracy
No log1.02490.06910.9829
No log2.04980.03750.9920
No log3.07470.04370.9909

Framework versions

  • —Transformers 4.26.1
  • —Pytorch 1.13.1+cu116
  • —Datasets 2.9.0
  • —Tokenizers 0.13.2