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distillb-joint_nlu-custom_ds

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distillb-joint_nlu-custom_ds
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{
  "model_name": "distilbert-base-multilingual-cased",
  "num_intents": 10,
  "num_slots": 7,
  "intent_id2label": {
    "0": "AddEventOnDateWithName",
    "1": "AddEventWithName",
    "2": "CheckCalendarEventName",
    "3": "CheckCalendarOnDate",
    "4": "NotifyOnEventInLocation",
    "5": "NotifyOnEventStart",
    "6": "NotifyWhenEventNameStart",
    "7": "NotNotifyOnEventInLocation",
    "8": "NotNotifyOnEventStart",
    "9": "OpenCalendar"
  },
  "intent_label2id": {
    "AddEventOnDateWithName": "0",
    "AddEventWithName": "1",
    "CheckCalendarEventName": "2",
    "CheckCalendarOnDate": "3",
    "NotifyOnEventInLocation": "4",
    "NotifyOnEventStart": "5",
    "NotifyWhenEventNameStart": "6",
    "NotNotifyOnEventInLocation": "7",
    "NotNotifyOnEventStart": "8",
    "OpenCalendar": "9"
  },
  "slot_id2label": {
    "0": "o",
    "1": "b-event_name",
    "2": "i-event_name",
    "3": "b-date",
    "4": "i-date",
    "5": "b-location",
    "6": "i-location"
  },
  "slot_label2id": {
    "o": "0",
    "b-event_name": "1",
    "i-event_name": "2",
    "b-date": "3",
    "i-date": "4",
    "b-location": "5",
    "i-location": "6"
  },
  "trainer_config": {
    "repository_id": "distillb-joint_nlu-custom_ds",
    "evaluation_strategy": "epoch",
    "learning_rate": 2e-05,
    "per_device_train_batch_size": 16,
    "per_device_eval_batch_size": 16,
    "num_train_epochs": 20,
    "weight_decay": 0.01,
    "push_to_hub": true
  },
  "data_collator_config": {
    "padding": true,
    "max_length": 512
  }
}