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{ |
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"_name_or_path": "bobbyw/deberta-v3-large_relationships_v3.2", |
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"architectures": [ |
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"DebertaV2ForSequenceClassification" |
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], |
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"attention_probs_dropout_prob": 0.1, |
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"hidden_act": "gelu", |
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"hidden_dropout_prob": 0.1, |
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"hidden_size": 1024, |
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"id2label": { |
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"0": "accommodation cost", |
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"1": "accommodation planner", |
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"2": "accommodation probability", |
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"3": "accommodation type", |
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"4": "activity attendee", |
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"5": "activity cost", |
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"6": "activity location", |
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"7": "activity planner", |
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"8": "activity probability", |
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"9": "activity restaurant", |
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"10": "attendee itinerary", |
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"11": "attendee seat", |
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"12": "date attendee", |
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"13": "date probability", |
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"14": "itinerary probability", |
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"15": "location accommodation", |
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"16": "location activity", |
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"17": "location attendee", |
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"18": "location date", |
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"19": "location itinerary", |
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"20": "location planner", |
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"21": "location probability", |
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"22": "travel arrival location", |
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"23": "travel attendee", |
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"24": "travel date", |
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"25": "travel probability", |
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"26": "travel time", |
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"27": "trip attendee", |
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"28": "trip location", |
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"29": "trip travel", |
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"30": "type probability", |
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"31": "activity address", |
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"32": "activity thing_needed", |
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"33": "travel planner", |
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"34": "activity time", |
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"35": "activity date", |
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"36": "accommodation address", |
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"37": "accommodation link", |
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"38": "trip link", |
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"39": "activity link", |
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"40": "trip activity", |
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"41": "accommodation access_instructions", |
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"42": "itinerary date", |
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"43": "attendee probability", |
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"44": "accommodation attendee", |
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"45": "trip accommodation", |
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"46": "trip date", |
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"47": "attendee date", |
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"48": "travel destination", |
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"49": "travel flight_type", |
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"50": "attendee activity", |
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"51": "travel type", |
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"52": "accommodation date", |
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"53": "itinerary attendee", |
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"54": "link attendee", |
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"55": "travel cost", |
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"56": "date link", |
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"57": "attendee accommodation", |
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"58": "accommodation occupancy", |
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"59": "accommodation location", |
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"60": "itinerary link", |
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"61": "activity availability", |
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"62": "activity pickup_location", |
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"63": "accommodation unstructured_information", |
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"64": "unstructured_information link", |
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"65": "itinerary unstructured_information", |
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"66": "activity unstructured_information", |
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"67": "activity preference", |
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"68": "preference attendee", |
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"69": "unstructured_information unstructured_information", |
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"70": "activity activity", |
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"71": "date unstructured_information", |
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"72": "trip itinerary", |
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"73": "accommodation preference", |
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"74": "date preference", |
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"75": "date date", |
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"76": "preference preference", |
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"77": "trip unstructured_information", |
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"78": "attendee attendee", |
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"79": "attendee unstructured_information", |
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"80": "travel preference", |
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"81": "travel unstructured_information", |
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"82": "accommodation check_in_date", |
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"83": "unstructured_information probability", |
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"84": "location unstructured_information", |
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"85": "unstructured_information attendee", |
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"86": "probability probability", |
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"87": "unstructured_information date", |
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"88": "attendee travel", |
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"89": "cost attendee", |
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"90": "trip preference", |
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"91": "trip cost", |
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"92": "cost probability", |
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"93": "location travel", |
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"94": "date activity", |
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"95": "location car_rental", |
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"96": "car_rental probability", |
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"97": "car_rental preference", |
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"98": "attendee preference", |
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"99": "trip payment", |
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"100": "payment payment_target", |
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"101": "car_rental link", |
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"102": "location link", |
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"103": "unstructured_information preference", |
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"104": "flight preference", |
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"105": "flight unstructured_information", |
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"106": "flight cost", |
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"107": "trip flight", |
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"108": "flight attendee", |
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"109": "flight probability", |
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"110": "flight date", |
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"111": "flight arrival_city", |
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"112": "flight departure_city", |
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"113": "travel travel", |
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"114": "travel arrival_city", |
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"115": "travel departure_city", |
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"116": "travel flight", |
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"117": "preference link", |
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"118": "flight flight", |
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"119": "trip flight_group", |
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"120": "flight_group arrival_city", |
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"121": "flight_group departure_city", |
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"122": "flight_group unstructured_information", |
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"123": "arrival_city unstructured_information", |
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"124": "location activity_group", |
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"125": "activity_group date", |
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"126": "activity_group location", |
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"127": "activity_group preference", |
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"128": "preference date", |
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"129": "trip car_rental", |
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"130": "date itinerary", |
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"131": "cost unstructured_information", |
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"132": "car_rental attendee", |
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"133": "flight_group cost", |
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"134": "flight_group date", |
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"135": "flight_group attendee", |
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"136": "departure_city unstructured_information", |
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"137": "probability pointer", |
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"138": "location accommodation_group", |
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"139": "accommodation_group cost", |
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"140": "accommodation_group date", |
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"141": "date pointer", |
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"142": "accommodation_group unstructured_information", |
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"143": "location_group attendee", |
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"144": "departure_city pointer", |
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"145": "arrival_city pointer", |
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"146": "attendee pointer", |
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"147": "accommodation_group attendee", |
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"148": "trip travel_group", |
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"149": "travel_group unstructured_information", |
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"150": "location itinerary_group", |
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"151": "itinerary_group attendee", |
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"152": "flight attendee_group", |
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"153": "attendee_group probability", |
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"154": "flight_group preference", |
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"155": "trip attendee_group", |
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"156": "accommodation_group preference", |
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"157": "trip date_group", |
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"158": "date_group preference", |
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"159": "accommodation_group probability", |
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"160": "unstructured_information pointer", |
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"161": "cost pointer", |
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"162": "activity_group unstructured_information", |
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"163": "itinerary preference", |
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"164": "itinerary location_group", |
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"165": "car_rental departure_city", |
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"166": "car_rental arrival_city", |
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"167": "attendee_group unstructured_information", |
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"168": "link unstructured_information", |
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"169": "probability attendee", |
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"170": "location preference", |
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"171": "trip location_group", |
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"172": "location_group unstructured_information", |
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"173": "location_group probability", |
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"174": "trip accommodation_group", |
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"175": "flight_group flight_group", |
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"176": "location_group accommodation", |
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"177": "location_group location", |
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"178": "location location", |
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"179": "link pointer", |
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"180": "accommodation pointer", |
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"181": "location_group activity", |
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"182": "location_group date" |
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}, |
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"initializer_range": 0.02, |
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"intermediate_size": 4096, |
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"label2id": { |
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"accommodation access_instructions": 41, |
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"accommodation address": 36, |
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"accommodation attendee": 44, |
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"accommodation check_in_date": 82, |
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"accommodation cost": 0, |
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"accommodation date": 52, |
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"accommodation link": 37, |
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"accommodation location": 59, |
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"accommodation occupancy": 58, |
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"accommodation planner": 1, |
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"accommodation pointer": 180, |
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"accommodation preference": 73, |
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"accommodation probability": 2, |
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"accommodation type": 3, |
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"accommodation unstructured_information": 63, |
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"accommodation_group attendee": 147, |
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"accommodation_group cost": 139, |
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"accommodation_group date": 140, |
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"accommodation_group preference": 156, |
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"accommodation_group probability": 159, |
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"accommodation_group unstructured_information": 142, |
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"activity activity": 70, |
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"activity address": 31, |
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"activity attendee": 4, |
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"activity availability": 61, |
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"activity cost": 5, |
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"activity date": 35, |
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"activity link": 39, |
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"activity location": 6, |
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"activity pickup_location": 62, |
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"activity planner": 7, |
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"activity preference": 67, |
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"activity probability": 8, |
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"activity restaurant": 9, |
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"activity thing_needed": 32, |
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"activity time": 34, |
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"activity unstructured_information": 66, |
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"activity_group date": 125, |
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"activity_group location": 126, |
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"activity_group preference": 127, |
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"activity_group unstructured_information": 162, |
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"arrival_city pointer": 145, |
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"arrival_city unstructured_information": 123, |
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"attendee accommodation": 57, |
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"attendee activity": 50, |
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"attendee attendee": 78, |
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"attendee date": 47, |
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"attendee itinerary": 10, |
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"attendee pointer": 146, |
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"attendee preference": 98, |
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"attendee probability": 43, |
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"attendee seat": 11, |
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"attendee travel": 88, |
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"attendee unstructured_information": 79, |
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"attendee_group probability": 153, |
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"attendee_group unstructured_information": 167, |
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"car_rental arrival_city": 166, |
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"car_rental attendee": 132, |
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"car_rental departure_city": 165, |
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"car_rental link": 101, |
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"car_rental preference": 97, |
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"car_rental probability": 96, |
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"cost attendee": 89, |
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"cost pointer": 161, |
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"cost probability": 92, |
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"cost unstructured_information": 131, |
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"date activity": 94, |
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"date attendee": 12, |
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"date date": 75, |
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"date itinerary": 130, |
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"date link": 56, |
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"date pointer": 141, |
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"date preference": 74, |
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"date probability": 13, |
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"date unstructured_information": 71, |
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"date_group preference": 158, |
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"departure_city pointer": 144, |
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"departure_city unstructured_information": 136, |
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"flight arrival_city": 111, |
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"flight attendee": 108, |
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"flight attendee_group": 152, |
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"flight cost": 106, |
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"flight date": 110, |
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"flight departure_city": 112, |
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"flight flight": 118, |
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"flight preference": 104, |
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"flight probability": 109, |
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"flight unstructured_information": 105, |
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"flight_group arrival_city": 120, |
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"flight_group attendee": 135, |
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"flight_group cost": 133, |
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"flight_group date": 134, |
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"flight_group departure_city": 121, |
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"flight_group flight_group": 175, |
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"flight_group preference": 154, |
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"flight_group unstructured_information": 122, |
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"itinerary attendee": 53, |
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"itinerary date": 42, |
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"itinerary link": 60, |
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"itinerary location_group": 164, |
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"itinerary preference": 163, |
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"itinerary probability": 14, |
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"itinerary unstructured_information": 65, |
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"itinerary_group attendee": 151, |
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"link attendee": 54, |
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"link pointer": 179, |
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"link unstructured_information": 168, |
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"location accommodation": 15, |
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"location accommodation_group": 138, |
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"location activity": 16, |
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"location activity_group": 124, |
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"location attendee": 17, |
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"location car_rental": 95, |
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"location date": 18, |
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"location itinerary": 19, |
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"location itinerary_group": 150, |
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"location link": 102, |
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"location location": 178, |
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"location planner": 20, |
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"location preference": 170, |
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"location probability": 21, |
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"location travel": 93, |
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"location unstructured_information": 84, |
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"location_group accommodation": 176, |
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"location_group activity": 181, |
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"location_group attendee": 143, |
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"location_group date": 182, |
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"location_group location": 177, |
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"location_group probability": 173, |
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"location_group unstructured_information": 172, |
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"payment payment_target": 100, |
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"preference attendee": 68, |
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"preference date": 128, |
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"preference link": 117, |
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"preference preference": 76, |
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"probability attendee": 169, |
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"probability pointer": 137, |
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"probability probability": 86, |
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"travel arrival location": 22, |
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"travel arrival_city": 114, |
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"travel attendee": 23, |
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"travel cost": 55, |
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"travel date": 24, |
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"travel departure_city": 115, |
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"travel destination": 48, |
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"travel flight": 116, |
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"travel flight_type": 49, |
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"travel planner": 33, |
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"travel preference": 80, |
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"travel probability": 25, |
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"travel time": 26, |
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"travel travel": 113, |
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"travel type": 51, |
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"travel unstructured_information": 81, |
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"travel_group unstructured_information": 149, |
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"trip accommodation": 45, |
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"trip accommodation_group": 174, |
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"trip activity": 40, |
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"trip attendee": 27, |
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"trip attendee_group": 155, |
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"trip car_rental": 129, |
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"trip cost": 91, |
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"trip date": 46, |
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"trip date_group": 157, |
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"trip flight": 107, |
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"trip flight_group": 119, |
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"trip itinerary": 72, |
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"trip link": 38, |
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"trip location": 28, |
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"trip location_group": 171, |
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"trip payment": 99, |
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"trip preference": 90, |
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"trip travel": 29, |
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"trip travel_group": 148, |
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"trip unstructured_information": 77, |
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"type probability": 30, |
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"unstructured_information attendee": 85, |
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"unstructured_information date": 87, |
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"unstructured_information link": 64, |
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"unstructured_information pointer": 160, |
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"unstructured_information preference": 103, |
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"unstructured_information probability": 83, |
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"unstructured_information unstructured_information": 69 |
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}, |
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"layer_norm_eps": 1e-07, |
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"max_position_embeddings": 512, |
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"max_relative_positions": -1, |
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"model_type": "deberta-v2", |
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"norm_rel_ebd": "layer_norm", |
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"num_attention_heads": 16, |
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"num_hidden_layers": 24, |
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"pad_token_id": 0, |
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"pooler_dropout": 0, |
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"pooler_hidden_act": "gelu", |
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"pooler_hidden_size": 1024, |
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"pos_att_type": [ |
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"p2c", |
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"c2p" |
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], |
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"position_biased_input": false, |
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"position_buckets": 256, |
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"problem_type": "multi_label_classification", |
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"relative_attention": true, |
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"share_att_key": true, |
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"torch_dtype": "float32", |
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"transformers_version": "4.42.4", |
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"type_vocab_size": 0, |
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"vocab_size": 128041 |
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} |
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