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t5-small-nlg-multiwoz21_sgd_tm1_tm2_tm3

Text2Text Generation Transformers PyTorch
English t5 t5-small natural language generation conversational system task-oriented dialog Inference Endpoints text-generation-inference
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YAML Metadata Error: "model-index[0].results[2].dataset.type" with value "ConvLab/tm1, ConvLab/tm2, ConvLab/tm3" fails to match the required pattern: /^(?:[\w-]+\/)?[\w-.]+$/

t5-small-nlg-multiwoz21_sgd_tm1_tm2_tm3

This model is a fine-tuned version of t5-small on MultiWOZ 2.1, Schema-Guided Dialog, Taskmaster-1, Taskmaster-2, and Taskmaster-3.

Refer to ConvLab-3 for model description and usage.

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 0.001
  • train_batch_size: 64
  • eval_batch_size: 64
  • seed: 42
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 512
  • optimizer: Adafactor
  • lr_scheduler_type: linear
  • num_epochs: 10.0

Framework versions

  • Transformers 4.18.0
  • Pytorch 1.10.2+cu102
  • Datasets 1.18.3
  • Tokenizers 0.11.0
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Datasets used to train ConvLab/t5-small-nlg-multiwoz21_sgd_tm1_tm2_tm3

Evaluation results

Model card error

This model's model-index metadata is invalid: Schema validation error. "model-index[0].results[2].dataset.type" with value "ConvLab/tm1, ConvLab/tm2, ConvLab/tm3" fails to match the required pattern: /^(?:[\w-]+\/)?[\w-.]+$/