Commit
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3b8e7aa
1
Parent(s):
cb3b348
Add NLU config
Browse files- nlu_config.json +61 -0
nlu_config.json
ADDED
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{
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"model_name": "xlm-roberta-base",
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"num_intents": 10,
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"num_slots": 7,
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"intent_id2label": {
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"0": "AddEventOnDateWithName",
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"1": "AddEventWithName",
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"2": "CheckCalendarEventName",
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"3": "CheckCalendarOnDate",
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"4": "NotifyOnEventInLocation",
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"5": "NotifyOnEventStart",
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"6": "NotifyWhenEventNameStart",
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"7": "NotNotifyOnEventInLocation",
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"8": "NotNotifyOnEventStart",
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"9": "OpenCalendar"
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},
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"intent_label2id": {
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"AddEventOnDateWithName": "0",
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"AddEventWithName": "1",
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"CheckCalendarEventName": "2",
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"CheckCalendarOnDate": "3",
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"NotifyOnEventInLocation": "4",
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"NotifyOnEventStart": "5",
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"NotifyWhenEventNameStart": "6",
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"NotNotifyOnEventInLocation": "7",
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"NotNotifyOnEventStart": "8",
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"OpenCalendar": "9"
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},
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"slot_id2label": {
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"0": "o",
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"1": "b-event_name",
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"2": "i-event_name",
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"3": "b-date",
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"4": "i-date",
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"5": "b-location",
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"6": "i-location"
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},
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"slot_label2id": {
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"o": "0",
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"b-event_name": "1",
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"i-event_name": "2",
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"b-date": "3",
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"i-date": "4",
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"b-location": "5",
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"i-location": "6"
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},
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"trainer_config": {
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"repository_id": "xlm_r-joint_nlu-custom_ds",
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"evaluation_strategy": "epoch",
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"learning_rate": 2e-05,
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"per_device_train_batch_size": 16,
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"per_device_eval_batch_size": 16,
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"num_train_epochs": 20,
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"weight_decay": 0.01,
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"push_to_hub": true
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},
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"data_collator_config": {
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"padding": true,
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"max_length": 512
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}
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}
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