model

This model is a fine-tuned version of tinkoff-ai/ruDialoGPT-medium on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 3.2595

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: 3e-05
  • train_batch_size: 1
  • eval_batch_size: 1
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3

Training results

Training Loss Epoch Step Validation Loss
4.1695 1.0 820 3.5051
3.3105 2.0 1640 3.3119
3.1305 3.0 2460 3.2595

Framework versions

  • Transformers 4.33.1
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.5
  • Tokenizers 0.13.3
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