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industry-classification

Text Classification Transformers PyTorch TensorFlow English distilbert tensorflow industry buisiness description multi-class classification
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Update config.json

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  1. config.json +148 -148
config.json CHANGED
@@ -1,149 +1,149 @@
1
  {
2
- "activation": "gelu",
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- "architectures": [
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- "DistilBertForSequenceClassification"
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- ],
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- "attention_dropout": 0.1,
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- "dim": 768,
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- "dropout": 0.1,
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- "hidden_dim": 3072,
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- "id2label": {
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- "0": "Advertising",
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- "1": "Aerospace & Defense",
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- "2": "Apparel Retail",
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- "3": "Apparel, Accessories & Luxury Goods",
15
- "4": "Application Software",
16
- "5": "Asset Management & Custody Banks",
17
- "6": "Auto Parts & Equipment",
18
- "7": "Biotechnology",
19
- "8": "Building Products",
20
- "9": "Casinos & Gaming",
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- "10": "Commodity Chemicals",
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- "11": "Communications Equipment",
23
- "12": "Construction & Engineering",
24
- "13": "Construction Machinery & Heavy Trucks",
25
- "14": "Consumer Finance",
26
- "15": "Data Processing & Outsourced Services",
27
- "16": "Diversified Metals & Mining",
28
- "17": "Diversified Support Services",
29
- "18": "Electric Utilities",
30
- "19": "Electrical Components & Equipment",
31
- "20": "Electronic Equipment & Instruments",
32
- "21": "Environmental & Facilities Services",
33
- "22": "Gold",
34
- "23": "Health Care Equipment",
35
- "24": "Health Care Facilities",
36
- "25": "Health Care Services",
37
- "26": "Health Care Supplies",
38
- "27": "Health Care Technology",
39
- "28": "Homebuilding",
40
- "29": "Hotels, Resorts & Cruise Lines",
41
- "30": "Human Resource & Employment Services",
42
- "31": "IT Consulting & Other Services",
43
- "32": "Industrial Machinery",
44
- "33": "Integrated Telecommunication Services",
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- "34": "Interactive Media & Services",
46
- "35": "Internet & Direct Marketing Retail",
47
- "36": "Internet Services & Infrastructure",
48
- "37": "Investment Banking & Brokerage",
49
- "38": "Leisure Products",
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- "39": "Life Sciences Tools & Services",
51
- "40": "Movies & Entertainment",
52
- "41": "Oil & Gas Equipment & Services",
53
- "42": "Oil & Gas Exploration & Production",
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- "43": "Oil & Gas Refining & Marketing",
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- "44": "Oil & Gas Storage & Transportation",
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- "45": "Packaged Foods & Meats",
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- "46": "Personal Products",
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- "47": "Pharmaceuticals",
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- "48": "Property & Casualty Insurance",
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- "49": "Real Estate Operating Companies",
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- "50": "Regional Banks",
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- "51": "Research & Consulting Services",
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- "52": "Restaurants",
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- "53": "Semiconductors",
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- "54": "Specialty Chemicals",
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- "55": "Specialty Stores",
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- "56": "Steel",
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- "57": "Systems Software",
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- "58": "Technology Distributors",
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- "59": "Technology Hardware, Storage & Peripherals",
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- "60": "Thrifts & Mortgage Finance",
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- "61": "Trading Companies & Distributors"
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- },
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- "initializer_range": 0.02,
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- "max_position_embeddings": 512,
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- "model_type": "distilbert",
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- "n_heads": 12,
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- "n_layers": 6,
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- "pad_token_id": 0,
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- "qa_dropout": 0.1,
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- "seq_classif_dropout": 0.2,
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- "sinusoidal_pos_embds": false,
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- "tie_weights_": true,
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- "vocab_size": 30522,
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- "label2id": {
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- "Advertising": 0,
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- "Aerospace & Defense": 1,
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- "Apparel Retail": 2,
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- "Apparel, Accessories & Luxury Goods": 3,
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- "Application Software": 4,
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- "Asset Management & Custody Banks": 5,
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- "Auto Parts & Equipment": 6,
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- "Biotechnology": 7,
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- "Building Products": 8,
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- "Casinos & Gaming": 9,
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- "Commodity Chemicals": 10,
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- "Communications Equipment": 11,
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- "Construction & Engineering": 12,
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- "Construction Machinery & Heavy Trucks": 13,
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- "Consumer Finance": 14,
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- "Data Processing & Outsourced Services": 15,
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- "Diversified Metals & Mining": 16,
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- "Diversified Support Services": 17,
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- "Electric Utilities": 18,
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- "Electrical Components & Equipment": 19,
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- "Electronic Equipment & Instruments": 20,
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- "Environmental & Facilities Services": 21,
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- "Gold": 22,
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- "Health Care Equipment": 23,
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- "Health Care Facilities": 24,
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- "Health Care Services": 25,
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- "Health Care Supplies": 26,
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- "Health Care Technology": 27,
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- "Homebuilding": 28,
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- "Hotels, Resorts & Cruise Lines": 29,
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- "Human Resource & Employment Services": 30,
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- "IT Consulting & Other Services": 31,
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- "Industrial Machinery": 32,
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- "Integrated Telecommunication Services": 33,
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- "Interactive Media & Services": 34,
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- "Internet & Direct Marketing Retail": 35,
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- "Internet Services & Infrastructure": 36,
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- "Investment Banking & Brokerage": 37,
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- "Leisure Products": 38,
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- "Life Sciences Tools & Services": 39,
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- "Movies & Entertainment": 40,
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- "Oil & Gas Equipment & Services": 41,
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- "Oil & Gas Exploration & Production": 42,
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- "Oil & Gas Refining & Marketing": 43,
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- "Oil & Gas Storage & Transportation": 44,
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- "Packaged Foods & Meats": 45,
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- "Personal Products": 46,
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- "Pharmaceuticals": 47,
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- "Property & Casualty Insurance": 48,
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- "Real Estate Operating Companies": 49,
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- "Regional Banks": 50,
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- "Research & Consulting Services": 51,
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- "Restaurants": 52,
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- "Semiconductors": 53,
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- "Specialty Chemicals": 54,
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- "Specialty Stores": 55,
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- "Steel": 56,
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- "Systems Software": 57,
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- "Technology Distributors": 58,
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- "Technology Hardware, Storage & Peripherals": 59,
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- "Thrifts & Mortgage Finance": 60,
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- "Trading Companies & Distributors": 61
148
- }
149
- }
1
  {
2
+ "activation": "gelu",
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+ "architectures": [
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+ "DistilBertForSequenceClassification"
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+ ],
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+ "attention_dropout": 0.1,
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+ "dim": 768,
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+ "dropout": 0.1,
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+ "hidden_dim": 3072,
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+ "id2label": {
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+ "0": "Advertising",
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+ "1": "Aerospace & Defense",
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+ "2": "Apparel Retail",
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+ "3": "Apparel, Accessories & Luxury Goods",
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+ "4": "Application Software",
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+ "5": "Asset Management & Custody Banks",
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+ "6": "Auto Parts & Equipment",
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+ "7": "Biotechnology",
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+ "8": "Building Products",
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+ "9": "Casinos & Gaming",
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+ "10": "Commodity Chemicals",
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+ "11": "Communications Equipment",
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+ "12": "Construction & Engineering",
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+ "13": "Construction Machinery & Heavy Trucks",
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+ "14": "Consumer Finance",
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+ "15": "Data Processing & Outsourced Services",
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+ "16": "Diversified Metals & Mining",
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+ "17": "Diversified Support Services",
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+ "18": "Electric Utilities",
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+ "19": "Electrical Components & Equipment",
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+ "20": "Electronic Equipment & Instruments",
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+ "21": "Environmental & Facilities Services",
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+ "22": "Gold",
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+ "23": "Health Care Equipment",
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+ "24": "Health Care Facilities",
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+ "25": "Health Care Services",
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+ "26": "Health Care Supplies",
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+ "27": "Health Care Technology",
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+ "28": "Homebuilding",
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+ "29": "Hotels, Resorts & Cruise Lines",
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+ "30": "Human Resource & Employment Services",
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+ "31": "IT Consulting & Other Services",
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+ "32": "Industrial Machinery",
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+ "33": "Integrated Telecommunication Services",
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+ "34": "Interactive Media & Services",
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+ "35": "Internet & Direct Marketing Retail",
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+ "36": "Internet Services & Infrastructure",
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+ "37": "Investment Banking & Brokerage",
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+ "38": "Leisure Products",
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+ "39": "Life Sciences Tools & Services",
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+ "40": "Movies & Entertainment",
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+ "41": "Oil & Gas Equipment & Services",
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+ "42": "Oil & Gas Exploration & Production",
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+ "43": "Oil & Gas Refining & Marketing",
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+ "44": "Oil & Gas Storage & Transportation",
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+ "45": "Packaged Foods & Meats",
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+ "46": "Personal Products",
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+ "47": "Pharmaceuticals",
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+ "48": "Property & Casualty Insurance",
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+ "49": "Real Estate Operating Companies",
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+ "50": "Regional Banks",
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+ "51": "Research & Consulting Services",
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+ "52": "Restaurants",
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+ "53": "Semiconductors",
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+ "54": "Specialty Chemicals",
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+ "55": "Specialty Stores",
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+ "56": "Steel",
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+ "57": "Systems Software",
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+ "58": "Technology Distributors",
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+ "59": "Technology Hardware, Storage & Peripherals",
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+ "60": "Thrifts & Mortgage Finance",
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+ "61": "Trading Companies & Distributors"
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+ },
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+ "initializer_range": 0.02,
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+ "label2id": {
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+ "Advertising": 0,
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+ "Aerospace & Defense": 1,
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+ "Apparel Retail": 2,
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+ "Apparel, Accessories & Luxury Goods": 3,
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+ "Application Software": 4,
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+ "Asset Management & Custody Banks": 5,
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+ "Auto Parts & Equipment": 6,
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+ "Biotechnology": 7,
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+ "Building Products": 8,
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+ "Casinos & Gaming": 9,
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+ "Commodity Chemicals": 10,
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+ "Communications Equipment": 11,
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+ "Construction & Engineering": 12,
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+ "Construction Machinery & Heavy Trucks": 13,
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+ "Consumer Finance": 14,
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+ "Data Processing & Outsourced Services": 15,
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+ "Diversified Metals & Mining": 16,
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+ "Diversified Support Services": 17,
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+ "Electric Utilities": 18,
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+ "Electrical Components & Equipment": 19,
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+ "Electronic Equipment & Instruments": 20,
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+ "Environmental & Facilities Services": 21,
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+ "Gold": 22,
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+ "Health Care Equipment": 23,
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+ "Health Care Facilities": 24,
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+ "Health Care Services": 25,
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+ "Health Care Supplies": 26,
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+ "Health Care Technology": 27,
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+ "Homebuilding": 28,
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+ "Hotels, Resorts & Cruise Lines": 29,
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+ "Human Resource & Employment Services": 30,
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+ "IT Consulting & Other Services": 31,
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+ "Industrial Machinery": 32,
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+ "Integrated Telecommunication Services": 33,
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+ "Interactive Media & Services": 34,
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+ "Internet & Direct Marketing Retail": 35,
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+ "Internet Services & Infrastructure": 36,
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+ "Investment Banking & Brokerage": 37,
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+ "Leisure Products": 38,
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+ "Life Sciences Tools & Services": 39,
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+ "Movies & Entertainment": 40,
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+ "Oil & Gas Equipment & Services": 41,
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+ "Oil & Gas Exploration & Production": 42,
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+ "Oil & Gas Refining & Marketing": 43,
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+ "Oil & Gas Storage & Transportation": 44,
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+ "Packaged Foods & Meats": 45,
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+ "Personal Products": 46,
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+ "Pharmaceuticals": 47,
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+ "Property & Casualty Insurance": 48,
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+ "Real Estate Operating Companies": 49,
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+ "Regional Banks": 50,
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+ "Research & Consulting Services": 51,
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+ "Restaurants": 52,
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+ "Semiconductors": 53,
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+ "Specialty Chemicals": 54,
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+ "Specialty Stores": 55,
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+ "Steel": 56,
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+ "Systems Software": 57,
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+ "Technology Distributors": 58,
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+ "Technology Hardware, Storage & Peripherals": 59,
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+ "Thrifts & Mortgage Finance": 60,
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+ "Trading Companies & Distributors": 61
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+ },
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+ "max_position_embeddings": 512,
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+ "model_type": "distilbert",
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+ "n_heads": 12,
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+ "n_layers": 6,
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+ "pad_token_id": 0,
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+ "qa_dropout": 0.1,
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+ "seq_classif_dropout": 0.2,
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+ "sinusoidal_pos_embds": false,
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+ "tie_weights_": true,
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+ "vocab_size": 30522
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+ }