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results

This model is a fine-tuned version of ai-forever/ruT5-base on an anonymized Emergency calls dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3848
  • ParaScore: 0.8265

Model description

More information needed

Intended uses & limitations

Neutralization of emotional speech

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 2e-05
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 8

Framework versions

  • Transformers 4.40.2
  • Pytorch 2.2.1+cu121
  • Tokenizers 0.19.1
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F32
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