Intent-NLP-model / config.json
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{
"_name_or_path": "google-bert/bert-base-uncased",
"architectures": [
"BertForSequenceClassification"
],
"attention_probs_dropout_prob": 0.1,
"classifier_dropout": null,
"gradient_checkpointing": false,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "turnOnLights",
"1": "updateLinkedInStatus",
"2": "orderFoodDelivery",
"3": "trackFlight",
"4": "muteTV",
"5": "controlSmartPlug",
"6": "checkSportsScores",
"7": "increaseVolume",
"8": "deactivateDoNotDisturb",
"9": "joinZoomMeeting",
"10": "controlSpeaker",
"11": "playYouTubeVideo",
"12": "activateDoNotDisturb",
"13": "checkDeliveryTime",
"14": "turnOffLights",
"15": "openFile",
"16": "browsePhotos",
"17": "addToShoppingList",
"18": "playRadio",
"19": "findRecipesByIngredients",
"20": "checkLinkedInMessages",
"21": "trackOrder",
"22": "startGroupCall",
"23": "joinGroupChat",
"24": "checkTime",
"25": "setBirthdayReminder",
"26": "turnOffProjector",
"27": "readAudiobook",
"28": "lookUpTrivia",
"29": "findMyLocation",
"30": "recommendMovie",
"31": "addTask",
"32": "randomNumber",
"33": "playTrivia",
"34": "getWordOfTheDay",
"35": "sendSnapchat",
"36": "exportPDF",
"37": "openGarage",
"38": "tellTime",
"39": "turnOffCoffeeMaker",
"40": "openCurtains",
"41": "controlTV",
"42": "adjustBlinds",
"43": "findRentalCar",
"44": "addToCart",
"45": "getTimezone",
"46": "calculate",
"47": "checkSocialMediaStats",
"48": "findRestaurants",
"49": "checkCalendar",
"50": "bookTrainTicket",
"51": "measureDistance",
"52": "openBookmark",
"53": "sendEmail",
"54": "translateText",
"55": "reorderLastPurchase",
"56": "findDeals",
"57": "increaseTVVolume",
"58": "setAlarm",
"59": "getLocalTime",
"60": "getRecipeIngredients",
"61": "checkEnergyUsage",
"62": "applyDiscountCode",
"63": "restartRouter",
"64": "findParking",
"65": "createNote",
"66": "convertMeasurement",
"67": "recordAudio",
"68": "findPublicTransport",
"69": "openSoftware",
"70": "sendGroupText",
"71": "controlAC",
"72": "openPresentation",
"73": "checkoutCart",
"74": "removeFromCart",
"75": "findPhone",
"76": "likeInstagramPost",
"77": "checkPrice",
"78": "findFlightDeals",
"79": "closeCurtains",
"80": "turnOnProjector",
"81": "startNavigation",
"82": "sendFacebookMessage",
"83": "showContacts",
"84": "readEmails",
"85": "checkWeather",
"86": "stopAirPurifier",
"87": "defineWord",
"88": "startStopwatch",
"89": "openYouTube",
"90": "calculateDistance",
"91": "findTouristAttractions",
"92": "closeGarage",
"93": "createDoc",
"94": "checkOvenStatus",
"95": "checkWeatherInCity",
"96": "setLightingScene",
"97": "checkBatteryLevel",
"98": "getFlightStatus",
"99": "randomFact",
"100": "orderGroceries",
"101": "restartComputer",
"102": "setReminder",
"103": "sharePost",
"104": "sendTextMessage",
"105": "turnOffSprinklers",
"106": "shutdownComputer",
"107": "readBook",
"108": "switchTVInput",
"109": "playSleepSounds",
"110": "previousSong",
"111": "stopMusic",
"112": "closeSoftware",
"113": "commentOnPost",
"114": "setHomeSecurity",
"115": "checkLaundryStatus",
"116": "playMusic",
"117": "setSmartLightBrightness",
"118": "checkMovieRatings",
"119": "disconnectVPN",
"120": "checkMoonPhase",
"121": "searchWeb",
"122": "openEmailClient",
"123": "turnOnHeater",
"124": "readHoroscope",
"125": "directionsTo",
"126": "sendGift",
"127": "stopRecording",
"128": "createCalendarEvent",
"129": "trackPackage",
"130": "findTravelAdvisories",
"131": "turnOffHeater",
"132": "startTimer",
"133": "postInstagramStory",
"134": "setTimer",
"135": "startDishwasher",
"136": "checkOrderStatus",
"137": "playMovie",
"138": "decreaseVolume",
"139": "startVacuum",
"140": "showMovieTimes",
"141": "flipCoin",
"142": "checkSunsetTime",
"143": "unmuteTV",
"144": "checkHealthStats",
"145": "switchProfile",
"146": "pauseMusic",
"147": "lockDoors",
"148": "readBookSummary",
"149": "cancelFlight",
"150": "lockComputer",
"151": "wakeMeUp",
"152": "stopDishwasher",
"153": "stopTimer",
"154": "deleteNote",
"155": "bookHotel",
"156": "checkHoliday",
"157": "setCustomReminder",
"158": "checkBattery",
"159": "rollDice",
"160": "readNews",
"161": "addBookmark",
"162": "findGasStations",
"163": "checkHomeSecurity",
"164": "bookFlight",
"165": "setCoffeeMaker",
"166": "checkVPNStatus",
"167": "scanForDevices",
"168": "readNote",
"169": "unlockDoors",
"170": "openNetflix",
"171": "findSynonym",
"172": "reserveTable",
"173": "checkStockPrice",
"174": "randomWord",
"175": "deleteFile",
"176": "readTextMessages",
"177": "findNearbyRestaurant",
"178": "checkTwitterNotifications",
"179": "dailyBriefing",
"180": "turnOnSprinklers",
"181": "setSmartLightColor",
"182": "checkCurrencyExchangeRate",
"183": "tellJoke",
"184": "connectVPN",
"185": "editDoc",
"186": "findNearbyAttractions",
"187": "nextSong",
"188": "checkDate",
"189": "setFitnessGoal",
"190": "playGame",
"191": "postOnFacebook",
"192": "checkFlightStatus",
"193": "setThermostat",
"194": "postTweet",
"195": "sendSlackMessage",
"196": "checkTraffic",
"197": "scheduleMeeting",
"198": "convertCurrency",
"199": "openCloudStorage",
"200": "checkPackageDelivery",
"201": "checkFlightGate",
"202": "getDirections",
"203": "preheatOven",
"204": "startLaundry",
"205": "stopVacuum",
"206": "stopStopwatch",
"207": "decreaseTVVolume",
"208": "createSpreadsheet",
"209": "checkTrafficConditions",
"210": "turnOffOven",
"211": "waterGarden",
"212": "findRecipe",
"213": "calculateTip",
"214": "logWorkout",
"215": "checkFridgeContents",
"216": "startMeditation",
"217": "orderFood",
"218": "callContact",
"219": "controlFan",
"220": "startAirPurifier",
"221": "uploadPhotoToInstagram",
"222": "findFlights",
"223": "checkShoppingList",
"224": "uploadPhotoToFacebook",
"225": "checkLotteryNumbers",
"226": "cancelSubscription",
"227": "playPodcast",
"228": "tellDate",
"229": "findDevice",
"230": "sendWhatsAppMessage",
"231": "videoCallContact",
"232": "subscribeToProduct"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"activateDoNotDisturb": 12,
"addBookmark": 161,
"addTask": 31,
"addToCart": 44,
"addToShoppingList": 17,
"adjustBlinds": 42,
"applyDiscountCode": 62,
"bookFlight": 164,
"bookHotel": 155,
"bookTrainTicket": 50,
"browsePhotos": 16,
"calculate": 46,
"calculateDistance": 90,
"calculateTip": 213,
"callContact": 218,
"cancelFlight": 149,
"cancelSubscription": 226,
"checkBattery": 158,
"checkBatteryLevel": 97,
"checkCalendar": 49,
"checkCurrencyExchangeRate": 182,
"checkDate": 188,
"checkDeliveryTime": 13,
"checkEnergyUsage": 61,
"checkFlightGate": 201,
"checkFlightStatus": 192,
"checkFridgeContents": 215,
"checkHealthStats": 144,
"checkHoliday": 156,
"checkHomeSecurity": 163,
"checkLaundryStatus": 115,
"checkLinkedInMessages": 20,
"checkLotteryNumbers": 225,
"checkMoonPhase": 120,
"checkMovieRatings": 118,
"checkOrderStatus": 136,
"checkOvenStatus": 94,
"checkPackageDelivery": 200,
"checkPrice": 77,
"checkShoppingList": 223,
"checkSocialMediaStats": 47,
"checkSportsScores": 6,
"checkStockPrice": 173,
"checkSunsetTime": 142,
"checkTime": 24,
"checkTraffic": 196,
"checkTrafficConditions": 209,
"checkTwitterNotifications": 178,
"checkVPNStatus": 166,
"checkWeather": 85,
"checkWeatherInCity": 95,
"checkoutCart": 73,
"closeCurtains": 79,
"closeGarage": 92,
"closeSoftware": 112,
"commentOnPost": 113,
"connectVPN": 184,
"controlAC": 71,
"controlFan": 219,
"controlSmartPlug": 5,
"controlSpeaker": 10,
"controlTV": 41,
"convertCurrency": 198,
"convertMeasurement": 66,
"createCalendarEvent": 128,
"createDoc": 93,
"createNote": 65,
"createSpreadsheet": 208,
"dailyBriefing": 179,
"deactivateDoNotDisturb": 8,
"decreaseTVVolume": 207,
"decreaseVolume": 138,
"defineWord": 87,
"deleteFile": 175,
"deleteNote": 154,
"directionsTo": 125,
"disconnectVPN": 119,
"editDoc": 185,
"exportPDF": 36,
"findDeals": 56,
"findDevice": 229,
"findFlightDeals": 78,
"findFlights": 222,
"findGasStations": 162,
"findMyLocation": 29,
"findNearbyAttractions": 186,
"findNearbyRestaurant": 177,
"findParking": 64,
"findPhone": 75,
"findPublicTransport": 68,
"findRecipe": 212,
"findRecipesByIngredients": 19,
"findRentalCar": 43,
"findRestaurants": 48,
"findSynonym": 171,
"findTouristAttractions": 91,
"findTravelAdvisories": 130,
"flipCoin": 141,
"getDirections": 202,
"getFlightStatus": 98,
"getLocalTime": 59,
"getRecipeIngredients": 60,
"getTimezone": 45,
"getWordOfTheDay": 34,
"increaseTVVolume": 57,
"increaseVolume": 7,
"joinGroupChat": 23,
"joinZoomMeeting": 9,
"likeInstagramPost": 76,
"lockComputer": 150,
"lockDoors": 147,
"logWorkout": 214,
"lookUpTrivia": 28,
"measureDistance": 51,
"muteTV": 4,
"nextSong": 187,
"openBookmark": 52,
"openCloudStorage": 199,
"openCurtains": 40,
"openEmailClient": 122,
"openFile": 15,
"openGarage": 37,
"openNetflix": 170,
"openPresentation": 72,
"openSoftware": 69,
"openYouTube": 89,
"orderFood": 217,
"orderFoodDelivery": 2,
"orderGroceries": 100,
"pauseMusic": 146,
"playGame": 190,
"playMovie": 137,
"playMusic": 116,
"playPodcast": 227,
"playRadio": 18,
"playSleepSounds": 109,
"playTrivia": 33,
"playYouTubeVideo": 11,
"postInstagramStory": 133,
"postOnFacebook": 191,
"postTweet": 194,
"preheatOven": 203,
"previousSong": 110,
"randomFact": 99,
"randomNumber": 32,
"randomWord": 174,
"readAudiobook": 27,
"readBook": 107,
"readBookSummary": 148,
"readEmails": 84,
"readHoroscope": 124,
"readNews": 160,
"readNote": 168,
"readTextMessages": 176,
"recommendMovie": 30,
"recordAudio": 67,
"removeFromCart": 74,
"reorderLastPurchase": 55,
"reserveTable": 172,
"restartComputer": 101,
"restartRouter": 63,
"rollDice": 159,
"scanForDevices": 167,
"scheduleMeeting": 197,
"searchWeb": 121,
"sendEmail": 53,
"sendFacebookMessage": 82,
"sendGift": 126,
"sendGroupText": 70,
"sendSlackMessage": 195,
"sendSnapchat": 35,
"sendTextMessage": 104,
"sendWhatsAppMessage": 230,
"setAlarm": 58,
"setBirthdayReminder": 25,
"setCoffeeMaker": 165,
"setCustomReminder": 157,
"setFitnessGoal": 189,
"setHomeSecurity": 114,
"setLightingScene": 96,
"setReminder": 102,
"setSmartLightBrightness": 117,
"setSmartLightColor": 181,
"setThermostat": 193,
"setTimer": 134,
"sharePost": 103,
"showContacts": 83,
"showMovieTimes": 140,
"shutdownComputer": 106,
"startAirPurifier": 220,
"startDishwasher": 135,
"startGroupCall": 22,
"startLaundry": 204,
"startMeditation": 216,
"startNavigation": 81,
"startStopwatch": 88,
"startTimer": 132,
"startVacuum": 139,
"stopAirPurifier": 86,
"stopDishwasher": 152,
"stopMusic": 111,
"stopRecording": 127,
"stopStopwatch": 206,
"stopTimer": 153,
"stopVacuum": 205,
"subscribeToProduct": 232,
"switchProfile": 145,
"switchTVInput": 108,
"tellDate": 228,
"tellJoke": 183,
"tellTime": 38,
"trackFlight": 3,
"trackOrder": 21,
"trackPackage": 129,
"translateText": 54,
"turnOffCoffeeMaker": 39,
"turnOffHeater": 131,
"turnOffLights": 14,
"turnOffOven": 210,
"turnOffProjector": 26,
"turnOffSprinklers": 105,
"turnOnHeater": 123,
"turnOnLights": 0,
"turnOnProjector": 80,
"turnOnSprinklers": 180,
"unlockDoors": 169,
"unmuteTV": 143,
"updateLinkedInStatus": 1,
"uploadPhotoToFacebook": 224,
"uploadPhotoToInstagram": 221,
"videoCallContact": 231,
"wakeMeUp": 151,
"waterGarden": 211
},
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "bert",
"num_attention_heads": 12,
"num_hidden_layers": 12,
"pad_token_id": 0,
"position_embedding_type": "absolute",
"problem_type": "single_label_classification",
"torch_dtype": "float32",
"transformers_version": "4.38.1",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 30522
}