alexue4/text-normalization-ru-new

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text-normalization-ru-new

This model is a fine-tuned version of cointegrated/rut5-small on the Google Kadle and Custom dataset. It achieves the following results on the evaluation set:

• —Loss: 0.0008
• —Mean Distance: 0
• —Max Distance: 3

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: 0.0001
• —trainbatchsize: 150
• —evalbatchsize: 150
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —lrschedulerwarmup_ratio: 0.1
• —num_epochs: 15

Framework versions

• —Transformers 4.37.2
• —Pytorch 2.1.0+cu121
• —Datasets 2.16.1
• —Tokenizers 0.15.1