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MrHungry/lyfi-expert-classification

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

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lyfi-expert-classification

This model is a fine-tuned version of bert-base-multilingual-cased on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0000
  • Accuracy: 1.0

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: 8
  • evalbatchsize: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 3

Training results

Training LossEpochStepValidation LossAccuracy
0.05830.255000.00021.0
0.00020.510000.00011.0
0.00010.7515000.00001.0
0.01.020000.00001.0
0.01.2525000.00001.0
0.01.530000.00001.0
0.01.7535000.00001.0
0.02.040000.00001.0
0.02.2545000.00001.0
0.02.550000.00001.0
0.02.7555000.00001.0
0.03.060000.00001.0

Framework versions

  • Transformers 4.36.2
  • Pytorch 2.3.0.dev20240212
  • Datasets 2.16.1
  • Tokenizers 0.15.0