Hugging Face's logo

gokuls
/
hbertv1-massive-logit_KD-small

Text Classification
Transformers
TensorBoard
Safetensors
hybridbert
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Metrics Community
hbertv1-massive-logit_KD-small
File size: 3,981 Bytes 
99b99a4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
 
{
  "_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
}