fcfdb52aaff8d8ad51542403e25a7c0080de944de345bed62cad5ab5f0b67f3c

config.json

@@ -0,0 +1,363 @@
+{
+ "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
+ }
+}

jointnlu_model.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6f441c14e9f953ede249426da5ac0b544c985aad6cc43c7c54c4d4609ed2de0
+size 1112830991