CoolFace
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0x7o/cc-rank-large

sourceHugging Faceupdated 2y agoView on Hugging Face
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Model Card

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cc-rank-large

This model is a fine-tuned version of ai-forever/ruBert-large on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8567
  • Accuracy: 0.7972

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
0.63890.56662000.54070.7191
0.43921.13314000.47750.7929
0.22051.69976000.66640.7759
0.17782.26638001.03190.7858
0.15022.832910000.84640.7986

Framework versions

  • Transformers 4.41.2
  • Pytorch 2.3.0+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1