File size: 15,843 Bytes
a537b77 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 |
{
"_name_or_path": "Maiia/BERT_pretrained_resumes",
"architectures": [
"BertForSequenceClassification"
],
"attention_probs_dropout_prob": 0.1,
"classifier_dropout": null,
"gradient_checkpointing": false,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "Agriculture > Farming",
"1": "Agriculture > Fishing",
"2": "Agriculture > Forestry and Tree Surgery",
"3": "Agriculture > Gardening & Horticulture",
"4": "Business, Finance & Insurance > Business & Economics",
"5": "Business, Finance & Insurance > Finance > Accounting",
"6": "Business, Finance & Insurance > Finance > Banking, Credits & Loans",
"7": "Business, Finance & Insurance > Finance > Compliance, Control, Audit & Fraud",
"8": "Business, Finance & Insurance > Finance > Corporate Finance",
"9": "Business, Finance & Insurance > Finance > Investments",
"10": "Business, Finance & Insurance > Finance > Payroll & Benefits",
"11": "Business, Finance & Insurance > Finance > Securities, Dealers and Brokers",
"12": "Business, Finance & Insurance > Finance > Tax",
"13": "Business, Finance & Insurance > Insurance",
"14": "Education > Arts and Music Teachers",
"15": "Education > Childcare",
"16": "Education > Early Education",
"17": "Education > Higher Education",
"18": "Education > Language Teachers",
"19": "Education > School Teachers",
"20": "Elementary > Cleaning",
"21": "Elementary > Other Elementary",
"22": "Elementary > Refuse Workers",
"23": "Elementary > Warehouse and Material Moving",
"24": "Emergency Services (Non-Medical) > Fire-Fighters",
"25": "Emergency Services (Non-Medical) > Other Emergency Services",
"26": "Emergency Services (Non-Medical) > Police & Detectives",
"27": "Engineering > Aerospace Engineering",
"28": "Engineering > Chemical Engineering",
"29": "Engineering > Civil Engineering",
"30": "Engineering > Electrical Engineering",
"31": "Engineering > Manufacturing",
"32": "Engineering > Mechanical Engineering",
"33": "Engineering > Mining, Oil & Gas",
"34": "Engineering > Other Energy",
"35": "Environmental and Occupational Health and Hygiene > Food Safety & Regulation",
"36": "Environmental and Occupational Health and Hygiene > Other Health & Safetty",
"37": "Environmental and Occupational Health and Hygiene > Transport Health & Safety",
"38": "HR & Recruitment > HR",
"39": "HR & Recruitment > Recruitment",
"40": "Health Services > Associate Professionals > Medical Records",
"41": "Health Services > Associate Professionals > Medical Technicians",
"42": "Health Services > Dentists and Dentistry",
"43": "Health Services > Medical Doctors",
"44": "Health Services > Nursing & Midwifery > Midwifery",
"45": "Health Services > Nursing & Midwifery > Nursing",
"46": "Health Services > Optometrists and Ophthalmic Opticians",
"47": "Health Services > Other Health > Alternative Medicine",
"48": "Health Services > Other Health > Ambulance Workers",
"49": "Health Services > Other Health > Dietitians and Nutritionists",
"50": "Health Services > Other Health > Physiotherapists",
"51": "Health Services > Other Health > Speech and Language Therapy",
"52": "Health Services > Psychiatry and Mental Health",
"53": "Health Services > Surgeons",
"54": "Health Services > Veterinarians",
"55": "Hospitality & Catering > Catering",
"56": "Hospitality & Catering > Events",
"57": "Hospitality & Catering > Other Hospitality",
"58": "IT > CRM / ERP",
"59": "IT > Data Science, Analytics & BI",
"60": "IT > Databases and Data Engineering",
"61": "IT > Development and Programming",
"62": "IT > GIS",
"63": "IT > IT Audit",
"64": "IT > IT Design & UX",
"65": "IT > IT Product & Project Management",
"66": "IT > IT Quality and Testing",
"67": "IT > IT Support",
"68": "IT > IT Systems and Networking",
"69": "Legal > Judges",
"70": "Legal > Lawyers and Solicitors",
"71": "Legal > Other Legal",
"72": "Leisure, Travel and Sports > Animals and Pets",
"73": "Leisure, Travel and Sports > Gambling",
"74": "Leisure, Travel and Sports > Sports",
"75": "Leisure, Travel and Sports > Travel",
"76": "Military Specific Occupations",
"77": "Not for Profit > Charity",
"78": "Not for Profit > Government and Public Sector",
"79": "Not for Profit > Social Workers",
"80": "Office Work > Secretaries & Administrators",
"81": "Personal Care & Services > Care Workers",
"82": "Personal Care & Services > Personal Care and Beauty",
"83": "Pharmaceutical and Life Sciences > Drug Development",
"84": "Pharmaceutical and Life Sciences > Life Sciences",
"85": "Pharmaceutical and Life Sciences > Pharmacists",
"86": "Procurement, Logistics & Supply Chain > Import & Export",
"87": "Procurement, Logistics & Supply Chain > Inventory, Stock & Merchandise",
"88": "Procurement, Logistics & Supply Chain > Logistics & Supply Chain",
"89": "Procurement, Logistics & Supply Chain > Procurement",
"90": "Real Estate",
"91": "Retail and Customer Service > Customer Service",
"92": "Retail and Customer Service > Retail",
"93": "Sales & Marketing > Account, Sales and Operations Executives",
"94": "Sales & Marketing > Advertising & Marketing > Communications & PR",
"95": "Sales & Marketing > Advertising & Marketing > Copywriting & Creative",
"96": "Sales & Marketing > Advertising & Marketing > Digital Marketing & Social Media",
"97": "Sales & Marketing > Advertising & Marketing > Market Research",
"98": "Sales & Marketing > Advertising & Marketing > Other Marketing",
"99": "Sales & Marketing > Business Development",
"100": "Science and Mathematics > Environment and Ecology",
"101": "Science and Mathematics > Mathematics and Actuarial",
"102": "Science and Mathematics > Physical and Earth Sciences",
"103": "Security > Prison Services",
"104": "Security > Security Guards",
"105": "Social & Cultural > Authors, Journalists, Translators",
"106": "Social & Cultural > Cultural and Religious Professions > Philosophers, Historians and Political Scientists",
"107": "Social & Cultural > Cultural and Religious Professions > Religious Professions",
"108": "Social & Cultural > Cultural and Religious Professions > Sociologists, Archaeologists & Anthropologists",
"109": "Social & Cultural > Libraries, Exhibitions & Museums",
"110": "Social & Cultural > Visual and Performing Arts > Artists & Photographers",
"111": "Social & Cultural > Visual and Performing Arts > Film, Television & Radio",
"112": "Social & Cultural > Visual and Performing Arts > Musicians",
"113": "Social & Cultural > Visual and Performing Arts > Performing Artists",
"114": "Telecoms",
"115": "Trades > Construction Trades > Appliance Installation and Maintenance",
"116": "Trades > Construction Trades > Gas and HVAC",
"117": "Trades > Construction Trades > General Building Maintenance",
"118": "Trades > Construction Trades > Lifts/Elevators",
"119": "Trades > Construction Trades > Plumbing",
"120": "Trades > Manufacturing/Industrial Trades > Assembly and Production",
"121": "Trades > Manufacturing/Industrial Trades > General Assembly/Operators",
"122": "Trades > Miscellaneous Trades > Jewellery",
"123": "Trades > Miscellaneous Trades > Musical Instruments",
"124": "Trades > Miscellaneous Trades > Textile Assembly/Garments",
"125": "Transport and Freight > Air Transport Workers",
"126": "Transport and Freight > Cranes, Excavator, Tractor Operators",
"127": "Transport and Freight > Marine & River Transport Workers",
"128": "Transport and Freight > Rail Transport Workers",
"129": "Transport and Freight > Road Transport Workers"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"Agriculture > Farming": 0,
"Agriculture > Fishing": 1,
"Agriculture > Forestry and Tree Surgery": 2,
"Agriculture > Gardening & Horticulture": 3,
"Business, Finance & Insurance > Business & Economics": 4,
"Business, Finance & Insurance > Finance > Accounting": 5,
"Business, Finance & Insurance > Finance > Banking, Credits & Loans": 6,
"Business, Finance & Insurance > Finance > Compliance, Control, Audit & Fraud": 7,
"Business, Finance & Insurance > Finance > Corporate Finance": 8,
"Business, Finance & Insurance > Finance > Investments": 9,
"Business, Finance & Insurance > Finance > Payroll & Benefits": 10,
"Business, Finance & Insurance > Finance > Securities, Dealers and Brokers": 11,
"Business, Finance & Insurance > Finance > Tax": 12,
"Business, Finance & Insurance > Insurance": 13,
"Education > Arts and Music Teachers": 14,
"Education > Childcare": 15,
"Education > Early Education": 16,
"Education > Higher Education": 17,
"Education > Language Teachers": 18,
"Education > School Teachers": 19,
"Elementary > Cleaning": 20,
"Elementary > Other Elementary": 21,
"Elementary > Refuse Workers": 22,
"Elementary > Warehouse and Material Moving": 23,
"Emergency Services (Non-Medical) > Fire-Fighters": 24,
"Emergency Services (Non-Medical) > Other Emergency Services": 25,
"Emergency Services (Non-Medical) > Police & Detectives": 26,
"Engineering > Aerospace Engineering": 27,
"Engineering > Chemical Engineering": 28,
"Engineering > Civil Engineering": 29,
"Engineering > Electrical Engineering": 30,
"Engineering > Manufacturing": 31,
"Engineering > Mechanical Engineering": 32,
"Engineering > Mining, Oil & Gas": 33,
"Engineering > Other Energy": 34,
"Environmental and Occupational Health and Hygiene > Food Safety & Regulation": 35,
"Environmental and Occupational Health and Hygiene > Other Health & Safetty": 36,
"Environmental and Occupational Health and Hygiene > Transport Health & Safety": 37,
"HR & Recruitment > HR": 38,
"HR & Recruitment > Recruitment": 39,
"Health Services > Associate Professionals > Medical Records": 40,
"Health Services > Associate Professionals > Medical Technicians": 41,
"Health Services > Dentists and Dentistry": 42,
"Health Services > Medical Doctors": 43,
"Health Services > Nursing & Midwifery > Midwifery": 44,
"Health Services > Nursing & Midwifery > Nursing": 45,
"Health Services > Optometrists and Ophthalmic Opticians": 46,
"Health Services > Other Health > Alternative Medicine": 47,
"Health Services > Other Health > Ambulance Workers": 48,
"Health Services > Other Health > Dietitians and Nutritionists": 49,
"Health Services > Other Health > Physiotherapists": 50,
"Health Services > Other Health > Speech and Language Therapy": 51,
"Health Services > Psychiatry and Mental Health": 52,
"Health Services > Surgeons": 53,
"Health Services > Veterinarians": 54,
"Hospitality & Catering > Catering": 55,
"Hospitality & Catering > Events": 56,
"Hospitality & Catering > Other Hospitality": 57,
"IT > CRM / ERP": 58,
"IT > Data Science, Analytics & BI": 59,
"IT > Databases and Data Engineering": 60,
"IT > Development and Programming": 61,
"IT > GIS": 62,
"IT > IT Audit": 63,
"IT > IT Design & UX": 64,
"IT > IT Product & Project Management": 65,
"IT > IT Quality and Testing": 66,
"IT > IT Support": 67,
"IT > IT Systems and Networking": 68,
"Legal > Judges": 69,
"Legal > Lawyers and Solicitors": 70,
"Legal > Other Legal": 71,
"Leisure, Travel and Sports > Animals and Pets": 72,
"Leisure, Travel and Sports > Gambling": 73,
"Leisure, Travel and Sports > Sports": 74,
"Leisure, Travel and Sports > Travel": 75,
"Military Specific Occupations": 76,
"Not for Profit > Charity": 77,
"Not for Profit > Government and Public Sector": 78,
"Not for Profit > Social Workers": 79,
"Office Work > Secretaries & Administrators": 80,
"Personal Care & Services > Care Workers": 81,
"Personal Care & Services > Personal Care and Beauty": 82,
"Pharmaceutical and Life Sciences > Drug Development": 83,
"Pharmaceutical and Life Sciences > Life Sciences": 84,
"Pharmaceutical and Life Sciences > Pharmacists": 85,
"Procurement, Logistics & Supply Chain > Import & Export": 86,
"Procurement, Logistics & Supply Chain > Inventory, Stock & Merchandise": 87,
"Procurement, Logistics & Supply Chain > Logistics & Supply Chain": 88,
"Procurement, Logistics & Supply Chain > Procurement": 89,
"Real Estate": 90,
"Retail and Customer Service > Customer Service": 91,
"Retail and Customer Service > Retail": 92,
"Sales & Marketing > Account, Sales and Operations Executives": 93,
"Sales & Marketing > Advertising & Marketing > Communications & PR": 94,
"Sales & Marketing > Advertising & Marketing > Copywriting & Creative": 95,
"Sales & Marketing > Advertising & Marketing > Digital Marketing & Social Media": 96,
"Sales & Marketing > Advertising & Marketing > Market Research": 97,
"Sales & Marketing > Advertising & Marketing > Other Marketing": 98,
"Sales & Marketing > Business Development": 99,
"Science and Mathematics > Environment and Ecology": 100,
"Science and Mathematics > Mathematics and Actuarial": 101,
"Science and Mathematics > Physical and Earth Sciences": 102,
"Security > Prison Services": 103,
"Security > Security Guards": 104,
"Social & Cultural > Authors, Journalists, Translators": 105,
"Social & Cultural > Cultural and Religious Professions > Philosophers, Historians and Political Scientists": 106,
"Social & Cultural > Cultural and Religious Professions > Religious Professions": 107,
"Social & Cultural > Cultural and Religious Professions > Sociologists, Archaeologists & Anthropologists": 108,
"Social & Cultural > Libraries, Exhibitions & Museums": 109,
"Social & Cultural > Visual and Performing Arts > Artists & Photographers": 110,
"Social & Cultural > Visual and Performing Arts > Film, Television & Radio": 111,
"Social & Cultural > Visual and Performing Arts > Musicians": 112,
"Social & Cultural > Visual and Performing Arts > Performing Artists": 113,
"Telecoms": 114,
"Trades > Construction Trades > Appliance Installation and Maintenance": 115,
"Trades > Construction Trades > Gas and HVAC": 116,
"Trades > Construction Trades > General Building Maintenance": 117,
"Trades > Construction Trades > Lifts/Elevators": 118,
"Trades > Construction Trades > Plumbing": 119,
"Trades > Manufacturing/Industrial Trades > Assembly and Production": 120,
"Trades > Manufacturing/Industrial Trades > General Assembly/Operators": 121,
"Trades > Miscellaneous Trades > Jewellery": 122,
"Trades > Miscellaneous Trades > Musical Instruments": 123,
"Trades > Miscellaneous Trades > Textile Assembly/Garments": 124,
"Transport and Freight > Air Transport Workers": 125,
"Transport and Freight > Cranes, Excavator, Tractor Operators": 126,
"Transport and Freight > Marine & River Transport Workers": 127,
"Transport and Freight > Rail Transport Workers": 128,
"Transport and Freight > Road Transport Workers": 129
},
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "bert",
"num_attention_heads": 12,
"num_hidden_layers": 12,
"pad_token_id": 0,
"position_embedding_type": "absolute",
"problem_type": "single_label_classification",
"torch_dtype": "float32",
"transformers_version": "4.38.2",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 30522
}
|