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SmilestheSad/distilbert-multilingual-uncased-en-de-oct-15

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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Model Card

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distilbert-multilingual-uncased-en-de-oct-15

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

  • —Loss: 0.0331
  • —F1: 0.9558

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: 4e-05
  • —trainbatchsize: 16
  • —evalbatchsize: 16
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 3

Training results

Training LossEpochStepValidation LossF1
0.0641.043120.03670.9358
0.02582.086240.03170.9499
0.01263.0129360.03310.9558

Framework versions

  • —Transformers 4.23.1
  • —Pytorch 1.12.1+cu113
  • —Datasets 2.6.1
  • —Tokenizers 0.13.1