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tags:
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## Training procedure
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---
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language:
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- en
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license: apache-2.0
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tags:
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- t5-small
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- text2text-generation
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- natural language understanding
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- conversational system
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- task-oriented dialog
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datasets:
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- ConvLab/sgd
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metrics:
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- Dialog acts Accuracy
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- Dialog acts F1
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model-index:
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- name: t5-small-nlu-sgd
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results:
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- task:
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type: text2text-generation
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name: natural language understanding
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dataset:
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type: ConvLab/sgd
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name: SGD
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split: test
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revision: 6e8c79b888b21cc658cf9c0ce128d263241cf70f
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metrics:
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- type: Dialog acts Accuracy
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value: 45.0
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name: Accuracy
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- type: Dialog acts F1
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value: 58.6
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name: F1
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widget:
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- text: "user: Could you get me a reservation at P.f. Chang's in Corte Madera at afternoon 12?"
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- text: "user: Sure, may I know if they have vegetarian options and how expensive is their food?"
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inference:
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parameters:
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max_length: 100
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---
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# t5-small-nlu-sgd
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This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on [Schema-Guided Dialog](https://huggingface.co/datasets/ConvLab/sgd).
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Refer to [ConvLab-3](https://github.com/ConvLab/ConvLab-3) for model description and usage.
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## Training procedure
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