config.json

{
  "model_name": "xlm-roberta-base",
  "num_intents": 60,
  "num_slots": 108,
  "intent_id2label": {
    "0": "datetime_query",
    "1": "iot_hue_lightchange",
    "2": "transport_ticket",
    "3": "takeaway_query",
    "4": "qa_stock",
    "5": "general_greet",
    "6": "recommendation_events",
    "7": "music_dislikeness",
    "8": "iot_wemo_off",
    "9": "cooking_recipe",
    "10": "qa_currency",
    "11": "transport_traffic",
    "12": "general_quirky",
    "13": "weather_query",
    "14": "audio_volume_up",
    "15": "email_addcontact",
    "16": "takeaway_order",
    "17": "email_querycontact",
    "18": "iot_hue_lightup",
    "19": "recommendation_locations",
    "20": "play_audiobook",
    "21": "lists_createoradd",
    "22": "news_query",
    "23": "alarm_query",
    "24": "iot_wemo_on",
    "25": "general_joke",
    "26": "qa_definition",
    "27": "social_query",
    "28": "music_settings",
    "29": "audio_volume_other",
    "30": "calendar_remove",
    "31": "iot_hue_lightdim",
    "32": "calendar_query",
    "33": "email_sendemail",
    "34": "iot_cleaning",
    "35": "audio_volume_down",
    "36": "play_radio",
    "37": "cooking_query",
    "38": "datetime_convert",
    "39": "qa_maths",
    "40": "iot_hue_lightoff",
    "41": "iot_hue_lighton",
    "42": "transport_query",
    "43": "music_likeness",
    "44": "email_query",
    "45": "play_music",
    "46": "audio_volume_mute",
    "47": "social_post",
    "48": "alarm_set",
    "49": "qa_factoid",
    "50": "calendar_set",
    "51": "play_game",
    "52": "alarm_remove",
    "53": "lists_remove",
    "54": "transport_taxi",
    "55": "recommendation_movies",
    "56": "iot_coffee",
    "57": "music_query",
    "58": "play_podcasts",
    "59": "lists_query"
  },
  "intent_label2id": {
    "datetime_query": "0",
    "iot_hue_lightchange": "1",
    "transport_ticket": "2",
    "takeaway_query": "3",
    "qa_stock": "4",
    "general_greet": "5",
    "recommendation_events": "6",
    "music_dislikeness": "7",
    "iot_wemo_off": "8",
    "cooking_recipe": "9",
    "qa_currency": "10",
    "transport_traffic": "11",
    "general_quirky": "12",
    "weather_query": "13",
    "audio_volume_up": "14",
    "email_addcontact": "15",
    "takeaway_order": "16",
    "email_querycontact": "17",
    "iot_hue_lightup": "18",
    "recommendation_locations": "19",
    "play_audiobook": "20",
    "lists_createoradd": "21",
    "news_query": "22",
    "alarm_query": "23",
    "iot_wemo_on": "24",
    "general_joke": "25",
    "qa_definition": "26",
    "social_query": "27",
    "music_settings": "28",
    "audio_volume_other": "29",
    "calendar_remove": "30",
    "iot_hue_lightdim": "31",
    "calendar_query": "32",
    "email_sendemail": "33",
    "iot_cleaning": "34",
    "audio_volume_down": "35",
    "play_radio": "36",
    "cooking_query": "37",
    "datetime_convert": "38",
    "qa_maths": "39",
    "iot_hue_lightoff": "40",
    "iot_hue_lighton": "41",
    "transport_query": "42",
    "music_likeness": "43",
    "email_query": "44",
    "play_music": "45",
    "audio_volume_mute": "46",
    "social_post": "47",
    "alarm_set": "48",
    "qa_factoid": "49",
    "calendar_set": "50",
    "play_game": "51",
    "alarm_remove": "52",
    "lists_remove": "53",
    "transport_taxi": "54",
    "recommendation_movies": "55",
    "iot_coffee": "56",
    "music_query": "57",
    "play_podcasts": "58",
    "lists_query": "59"
  },
  "slot_id2label": {
    "0": "o",
    "1": "b-time",
    "2": "i-time",
    "3": "b-date",
    "4": "b-color_type",
    "5": "i-color_type",
    "6": "b-house_place",
    "7": "b-change_amount",
    "8": "i-change_amount",
    "9": "b-artist_name",
    "10": "i-artist_name",
    "11": "b-media_type",
    "12": "b-place_name",
    "13": "b-time_zone",
    "14": "i-time_zone",
    "15": "b-order_type",
    "16": "b-food_type",
    "17": "b-news_topic",
    "18": "b-song_name",
    "19": "b-music_genre",
    "20": "b-device_type",
    "21": "i-device_type",
    "22": "b-meal_type",
    "23": "b-business_name",
    "24": "b-general_frequency",
    "25": "i-general_frequency",
    "26": "b-weather_descriptor",
    "27": "i-date",
    "28": "i-media_type",
    "29": "b-player_setting",
    "30": "b-joke_type",
    "31": "i-song_name",
    "32": "b-timeofday",
    "33": "b-event_name",
    "34": "i-news_topic",
    "35": "i-business_name",
    "36": "i-place_name",
    "37": "b-business_type",
    "38": "i-order_type",
    "39": "b-playlist_name",
    "40": "i-playlist_name",
    "41": "b-music_descriptor",
    "42": "i-music_descriptor",
    "43": "i-house_place",
    "44": "i-timeofday",
    "45": "b-person",
    "46": "i-person",
    "47": "i-weather_descriptor",
    "48": "i-player_setting",
    "49": "b-alarm_type",
    "50": "i-alarm_type",
    "51": "b-app_name",
    "52": "b-coffee_type",
    "53": "i-food_type",
    "54": "i-music_genre",
    "55": "i-joke_type",
    "56": "i-coffee_type",
    "57": "i-business_type",
    "58": "i-event_name",
    "59": "b-relation",
    "60": "b-movie_name",
    "61": "i-movie_name",
    "62": "b-drink_type",
    "63": "i-drink_type",
    "64": "b-transport_type",
    "65": "b-music_album",
    "66": "i-music_album",
    "67": "i-app_name",
    "68": "i-relation",
    "69": "b-personal_info",
    "70": "b-list_name",
    "71": "i-list_name",
    "72": "b-sport_type",
    "73": "i-sport_type",
    "74": "b-radio_name",
    "75": "i-radio_name",
    "76": "b-podcast_name",
    "77": "b-audiobook_name",
    "78": "i-audiobook_name",
    "79": "b-audiobook_author",
    "80": "i-audiobook_author",
    "81": "b-cooking_type",
    "82": "b-ingredient",
    "83": "i-ingredient",
    "84": "i-meal_type",
    "85": "b-game_name",
    "86": "i-game_name",
    "87": "b-podcast_descriptor",
    "88": "i-podcast_descriptor",
    "89": "i-podcast_name",
    "90": "b-movie_type",
    "91": "i-movie_type",
    "92": "b-transport_agency",
    "93": "b-transport_descriptor",
    "94": "b-transport_name",
    "95": "i-transport_descriptor",
    "96": "i-transport_name",
    "97": "i-transport_agency",
    "98": "b-currency_name",
    "99": "b-definition_word",
    "100": "i-definition_word",
    "101": "b-email_folder",
    "102": "i-currency_name",
    "103": "b-game_type",
    "104": "i-personal_info",
    "105": "b-email_address",
    "106": "i-email_address",
    "107": "i-transport_type"
  },
  "slot_label2id": {
    "o": "0",
    "b-time": "1",
    "i-time": "2",
    "b-date": "3",
    "b-color_type": "4",
    "i-color_type": "5",
    "b-house_place": "6",
    "b-change_amount": "7",
    "i-change_amount": "8",
    "b-artist_name": "9",
    "i-artist_name": "10",
    "b-media_type": "11",
    "b-place_name": "12",
    "b-time_zone": "13",
    "i-time_zone": "14",
    "b-order_type": "15",
    "b-food_type": "16",
    "b-news_topic": "17",
    "b-song_name": "18",
    "b-music_genre": "19",
    "b-device_type": "20",
    "i-device_type": "21",
    "b-meal_type": "22",
    "b-business_name": "23",
    "b-general_frequency": "24",
    "i-general_frequency": "25",
    "b-weather_descriptor": "26",
    "i-date": "27",
    "i-media_type": "28",
    "b-player_setting": "29",
    "b-joke_type": "30",
    "i-song_name": "31",
    "b-timeofday": "32",
    "b-event_name": "33",
    "i-news_topic": "34",
    "i-business_name": "35",
    "i-place_name": "36",
    "b-business_type": "37",
    "i-order_type": "38",
    "b-playlist_name": "39",
    "i-playlist_name": "40",
    "b-music_descriptor": "41",
    "i-music_descriptor": "42",
    "i-house_place": "43",
    "i-timeofday": "44",
    "b-person": "45",
    "i-person": "46",
    "i-weather_descriptor": "47",
    "i-player_setting": "48",
    "b-alarm_type": "49",
    "i-alarm_type": "50",
    "b-app_name": "51",
    "b-coffee_type": "52",
    "i-food_type": "53",
    "i-music_genre": "54",
    "i-joke_type": "55",
    "i-coffee_type": "56",
    "i-business_type": "57",
    "i-event_name": "58",
    "b-relation": "59",
    "b-movie_name": "60",
    "i-movie_name": "61",
    "b-drink_type": "62",
    "i-drink_type": "63",
    "b-transport_type": "64",
    "b-music_album": "65",
    "i-music_album": "66",
    "i-app_name": "67",
    "i-relation": "68",
    "b-personal_info": "69",
    "b-list_name": "70",
    "i-list_name": "71",
    "b-sport_type": "72",
    "i-sport_type": "73",
    "b-radio_name": "74",
    "i-radio_name": "75",
    "b-podcast_name": "76",
    "b-audiobook_name": "77",
    "i-audiobook_name": "78",
    "b-audiobook_author": "79",
    "i-audiobook_author": "80",
    "b-cooking_type": "81",
    "b-ingredient": "82",
    "i-ingredient": "83",
    "i-meal_type": "84",
    "b-game_name": "85",
    "i-game_name": "86",
    "b-podcast_descriptor": "87",
    "i-podcast_descriptor": "88",
    "i-podcast_name": "89",
    "b-movie_type": "90",
    "i-movie_type": "91",
    "b-transport_agency": "92",
    "b-transport_descriptor": "93",
    "b-transport_name": "94",
    "i-transport_descriptor": "95",
    "i-transport_name": "96",
    "i-transport_agency": "97",
    "b-currency_name": "98",
    "b-definition_word": "99",
    "i-definition_word": "100",
    "b-email_folder": "101",
    "i-currency_name": "102",
    "b-game_type": "103",
    "i-personal_info": "104",
    "b-email_address": "105",
    "i-email_address": "106",
    "i-transport_type": "107"
  },
  "trainer_config": {
    "repository_id": "xlm_r-massive-joint_nlu",
    "evaluation_strategy": "epoch",
    "learning_rate": 2e-05,
    "per_device_train_batch_size": 16,
    "per_device_eval_batch_size": 16,
    "num_train_epochs": 30,
    "weight_decay": 0.01,
    "push_to_hub": true
  },
  "data_collator_config": {
    "padding": true,
    "max_length": 512
  }
}