gokuls's picture
Training in progress, epoch 1
99b99a4
{
"_name_or_path": "gokuls/model_v1_complete_training_wt_init_48_small_freeze_new",
"activation": "relu",
"architectures": [
"DistilBertForSequenceClassification"
],
"attention_dropout": 0.05,
"dim": 512,
"dropout": 0.05,
"hidden_dim": 2048,
"id2label": {
"0": "datetime_query",
"1": "iot_hue_lightchange",
"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",
"2": "transport_ticket",
"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",
"3": "takeaway_query",
"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",
"4": "qa_stock",
"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",
"5": "general_greet",
"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",
"6": "recommendation_events",
"7": "music_dislikeness",
"8": "iot_wemo_off",
"9": "cooking_recipe"
},
"initializer_range": 0.02,
"label2id": {
"alarm_query": "23",
"alarm_remove": "52",
"alarm_set": "48",
"audio_volume_down": "35",
"audio_volume_mute": "46",
"audio_volume_other": "29",
"audio_volume_up": "14",
"calendar_query": "32",
"calendar_remove": "30",
"calendar_set": "50",
"cooking_query": "37",
"cooking_recipe": "9",
"datetime_convert": "38",
"datetime_query": "0",
"email_addcontact": "15",
"email_query": "44",
"email_querycontact": "17",
"email_sendemail": "33",
"general_greet": "5",
"general_joke": "25",
"general_quirky": "12",
"iot_cleaning": "34",
"iot_coffee": "56",
"iot_hue_lightchange": "1",
"iot_hue_lightdim": "31",
"iot_hue_lightoff": "40",
"iot_hue_lighton": "41",
"iot_hue_lightup": "18",
"iot_wemo_off": "8",
"iot_wemo_on": "24",
"lists_createoradd": "21",
"lists_query": "59",
"lists_remove": "53",
"music_dislikeness": "7",
"music_likeness": "43",
"music_query": "57",
"music_settings": "28",
"news_query": "22",
"play_audiobook": "20",
"play_game": "51",
"play_music": "45",
"play_podcasts": "58",
"play_radio": "36",
"qa_currency": "10",
"qa_definition": "26",
"qa_factoid": "49",
"qa_maths": "39",
"qa_stock": "4",
"recommendation_events": "6",
"recommendation_locations": "19",
"recommendation_movies": "55",
"social_post": "47",
"social_query": "27",
"takeaway_order": "16",
"takeaway_query": "3",
"transport_query": "42",
"transport_taxi": "54",
"transport_ticket": "2",
"transport_traffic": "11",
"weather_query": "13"
},
"max_position_embeddings": 512,
"model_type": "hybridbert",
"n_heads": 8,
"n_layers": 4,
"pad_token_id": 0,
"problem_type": "single_label_classification",
"qa_dropout": 0.1,
"seq_classif_dropout": 0.1,
"sinusoidal_pos_embds": true,
"torch_dtype": "float32",
"transformers_version": "4.35.2",
"vocab_size": 30522
}