| { | |
| "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 | |
| } | |
| } |