| { | |
| "_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 > Building Fabrication and Repair", | |
| "117": "Trades > Construction Trades > Electrical", | |
| "118": "Trades > Construction Trades > Gas and HVAC", | |
| "119": "Trades > Construction Trades > General Building Maintenance", | |
| "120": "Trades > Construction Trades > Interior Installations and Finishing", | |
| "121": "Trades > Construction Trades > Lifts/Elevators", | |
| "122": "Trades > Construction Trades > Plumbing", | |
| "123": "Trades > Construction Trades > Security Installation and Maintenance", | |
| "124": "Trades > Manufacturing/Industrial Trades > Assembly and Production", | |
| "125": "Trades > Manufacturing/Industrial Trades > General Assembly/Operators", | |
| "126": "Trades > Manufacturing/Industrial Trades > Industrial Maintenance and Repair", | |
| "127": "Trades > Miscellaneous Trades > Jewellery", | |
| "128": "Trades > Miscellaneous Trades > Musical Instruments", | |
| "129": "Trades > Miscellaneous Trades > Printing", | |
| "130": "Trades > Miscellaneous Trades > Textile Assembly/Garments", | |
| "131": "Trades > Transportation/Motive Power Repair and Maintenance Trades > Aerospace Trades", | |
| "132": "Trades > Transportation/Motive Power Repair and Maintenance Trades > Automotive Trades", | |
| "133": "Trades > Transportation/Motive Power Repair and Maintenance Trades > Marine Trades", | |
| "134": "Trades > Transportation/Motive Power Repair and Maintenance Trades > Rail Trades", | |
| "135": "Transport and Freight > Air Transport Workers", | |
| "136": "Transport and Freight > Cranes, Excavator, Tractor Operators", | |
| "137": "Transport and Freight > Marine & River Transport Workers", | |
| "138": "Transport and Freight > Rail Transport Workers", | |
| "139": "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, | |
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| "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 > Building Fabrication and Repair": 116, | |
| "Trades > Construction Trades > Electrical": 117, | |
| "Trades > Construction Trades > Gas and HVAC": 118, | |
| "Trades > Construction Trades > General Building Maintenance": 119, | |
| "Trades > Construction Trades > Interior Installations and Finishing": 120, | |
| "Trades > Construction Trades > Lifts/Elevators": 121, | |
| "Trades > Construction Trades > Plumbing": 122, | |
| "Trades > Construction Trades > Security Installation and Maintenance": 123, | |
| "Trades > Manufacturing/Industrial Trades > Assembly and Production": 124, | |
| "Trades > Manufacturing/Industrial Trades > General Assembly/Operators": 125, | |
| "Trades > Manufacturing/Industrial Trades > Industrial Maintenance and Repair": 126, | |
| "Trades > Miscellaneous Trades > Jewellery": 127, | |
| "Trades > Miscellaneous Trades > Musical Instruments": 128, | |
| "Trades > Miscellaneous Trades > Printing": 129, | |
| "Trades > Miscellaneous Trades > Textile Assembly/Garments": 130, | |
| "Trades > Transportation/Motive Power Repair and Maintenance Trades > Aerospace Trades": 131, | |
| "Trades > Transportation/Motive Power Repair and Maintenance Trades > Automotive Trades": 132, | |
| "Trades > Transportation/Motive Power Repair and Maintenance Trades > Marine Trades": 133, | |
| "Trades > Transportation/Motive Power Repair and Maintenance Trades > Rail Trades": 134, | |
| "Transport and Freight > Air Transport Workers": 135, | |
| "Transport and Freight > Cranes, Excavator, Tractor Operators": 136, | |
| "Transport and Freight > Marine & River Transport Workers": 137, | |
| "Transport and Freight > Rail Transport Workers": 138, | |
| "Transport and Freight > Road Transport Workers": 139 | |
| }, | |
| "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 | |
| } | |