File size: 4,954 Bytes
a5067cc
5152f95
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
a5067cc
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
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
{
    "_name_or_path": "models/env_bert_ext",
    "architectures": [
        "BertForSequenceClassification"
    ],
    "attention_probs_dropout_prob": 0.1,
    "classifier_dropout": null,
    "directionality": "bidi",
    "hidden_act": "gelu",
    "hidden_dropout_prob": 0.1,
    "hidden_size": 768,
    "id2label": {
        "0": "生态环境",
        "1": "水污染",
        "2": "野生动物保护",
        "3": "太阳能",
        "4": "环保经济",
        "5": "污水处理",
        "6": "绿色建筑",
        "7": "水处理",
        "8": "噪音污染",
        "9": "温室效应",
        "10": "净水设备",
        "11": "净水器",
        "12": "自来水",
        "13": "生活",
        "14": "环境评估",
        "15": "空气污染",
        "16": "环境评价",
        "17": "工业污染",
        "18": "雾霾",
        "19": "植树",
        "20": "环保行业",
        "21": "水处理工程",
        "22": "沙漠治理",
        "23": "巴黎协定",
        "24": "核能",
        "25": "噪音",
        "26": "环评工程师",
        "27": "二氧化碳",
        "28": "低碳",
        "29": "自然环境",
        "30": "沙尘暴",
        "31": "环境工程",
        "32": "秸秆焚烧",
        "33": "PM 2.5",
        "34": "太空垃圾",
        "35": "穹顶之下(纪录片)",
        "36": "垃圾",
        "37": "环境科学",
        "38": "净水",
        "39": "污水排放",
        "40": "室内空气污染",
        "41": "环境污染",
        "42": "全球变暖",
        "43": "邻居噪音",
        "44": "土壤污染",
        "45": "生物多样性",
        "46": "碳交易",
        "47": "污染治理",
        "48": "雾霾治理",
        "49": "碳金融",
        "50": "建筑节能",
        "51": "风能及风力发电",
        "52": "温室气体",
        "53": "环境保护",
        "54": "碳排放",
        "55": "垃圾处理器",
        "56": "气候变化",
        "57": "化学污染",
        "58": "地球一小时",
        "59": "环保组织",
        "60": "物种多样性",
        "61": "节能减排",
        "62": "核污染",
        "63": "环保督查",
        "64": "垃圾处理",
        "65": "垃圾分类",
        "66": "重金属污染",
        "67": "环境伦理学",
        "68": "垃圾焚烧"
    },
    "initializer_range": 0.02,
    "intermediate_size": 3072,
    "label2id": {
        "生态环境": 0,
        "水污染": 1,
        "野生动物保护": 2,
        "太阳能": 3,
        "环保经济": 4,
        "污水处理": 5,
        "绿色建筑": 6,
        "水处理": 7,
        "噪音污染": 8,
        "温室效应": 9,
        "净水设备": 10,
        "净水器": 11,
        "自来水": 12,
        "生活": 13,
        "环境评估": 14,
        "空气污染": 15,
        "环境评价": 16,
        "工业污染": 17,
        "雾霾": 18,
        "植树": 19,
        "环保行业": 20,
        "水处理工程": 21,
        "沙漠治理": 22,
        "巴黎协定": 23,
        "核能": 24,
        "噪音": 25,
        "环评工程师": 26,
        "二氧化碳": 27,
        "低碳": 28,
        "自然环境": 29,
        "沙尘暴": 30,
        "环境工程": 31,
        "秸秆焚烧": 32,
        "PM 2.5": 33,
        "太空垃圾": 34,
        "穹顶之下(纪录片)": 35,
        "垃圾": 36,
        "环境科学": 37,
        "净水": 38,
        "污水排放": 39,
        "室内空气污染": 40,
        "环境污染": 41,
        "全球变暖": 42,
        "邻居噪音": 43,
        "土壤污染": 44,
        "生物多样性": 45,
        "碳交易": 46,
        "污染治理": 47,
        "雾霾治理": 48,
        "碳金融": 49,
        "建筑节能": 50,
        "风能及风力发电": 51,
        "温室气体": 52,
        "环境保护": 53,
        "碳排放": 54,
        "垃圾处理器": 55,
        "气候变化": 56,
        "化学污染": 57,
        "地球一小时": 58,
        "环保组织": 59,
        "物种多样性": 60,
        "节能减排": 61,
        "核污染": 62,
        "环保督查": 63,
        "垃圾处理": 64,
        "垃圾分类": 65,
        "重金属污染": 66,
        "环境伦理学": 67,
        "垃圾焚烧": 68
    },
    "layer_norm_eps": 1e-12,
    "max_position_embeddings": 512,
    "model_type": "bert",
    "num_attention_heads": 12,
    "num_hidden_layers": 12,
    "output_past": true,
    "pad_token_id": 0,
    "pooler_fc_size": 768,
    "pooler_num_attention_heads": 12,
    "pooler_num_fc_layers": 3,
    "pooler_size_per_head": 128,
    "pooler_type": "first_token_transform",
    "position_embedding_type": "absolute",
    "problem_type": "single_label_classification",
    "torch_dtype": "float32",
    "transformers_version": "4.11.3",
    "type_vocab_size": 2,
    "use_cache": true,
    "vocab_size": 21131
}