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1kkiren/bert-base-cased-mms-ru-tuned

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

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bert-base-cased-mms-ru

This model is a fine-tuned version of bert-base-cased on the Brand24/mms dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.7867
  • —Accuracy: 0.6655

Training hyperparameters

The following hyperparameters were used during training:

  • —learning_rate: 2e-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
0.89591.0126170.85400.6411
0.85092.0252340.80070.656
0.78483.0378510.78670.6655

Framework versions

  • —Transformers 4.35.0
  • —Pytorch 2.1.0+cu121
  • —Datasets 2.14.6
  • —Tokenizers 0.14.1