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-nlu-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: 128
  • eval_batch_size: 64
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 256
  • 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
Downloads last month
13
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Datasets used to train ConvLab/t5-small-nlu-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-.]+$/