{ "_name_or_path": "bert-base-multilingual-cased", "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": "Administration, defence and social security services. ๐Ÿ‘ฎโ€โ™€๏ธ", "1": "Agricultural machinery. ๐Ÿšœ", "2": "Agricultural, farming, fishing, forestry and related products. ๐ŸŒพ", "3": "Agricultural, forestry, horticultural, aquacultural and apicultural services. ๐Ÿ‘จ๐Ÿฟโ€๐ŸŒพ", "4": "Architectural, construction, engineering and inspection services. ๐Ÿ‘ทโ€โ™‚๏ธ", "5": "Business services: law, marketing, consulting, recruitment, printing and security. ๐Ÿ‘ฉโ€๐Ÿ’ผ", "6": "Chemical products. ๐Ÿงช", "7": "Clothing, footwear, luggage articles and accessories. ๐Ÿ‘–", "8": "Collected and purified water. ๐ŸŒŠ", "9": "Construction structures and materials; auxiliary products to construction (excepts electric apparatus). ๐Ÿงฑ", "10": "Construction work. ๐Ÿ—๏ธ", "11": "Education and training services. ๐Ÿ‘ฉ๐Ÿฟโ€๐Ÿซ", "12": "Electrical machinery, apparatus, equipment and consumables; Lighting. โšก", "13": "Financial and insurance services. ๐Ÿ‘จโ€๐Ÿ’ผ", "14": "Food, beverages, tobacco and related products. ๐Ÿฝ๏ธ", "15": "Furniture (incl. office furniture), furnishings, domestic appliances (excl. lighting) and cleaning products. ๐Ÿ—„๏ธ", "16": "Health and social work services. ๐Ÿ‘จ๐Ÿฝโ€โš•๏ธ", "17": "Hotel, restaurant and retail trade services. ๐Ÿจ", "18": "IT services: consulting, software development, Internet and support. ๐Ÿ–ฅ๏ธ", "19": "Industrial machinery. ๐Ÿญ", "20": "Installation services (except software). ๐Ÿ› ๏ธ", "21": "Laboratory, optical and precision equipments (excl. glasses). ๐Ÿ”ฌ", "22": "Leather and textile fabrics, plastic and rubber materials. ๐Ÿงต", "23": "Machinery for mining, quarrying, construction equipment. โ›๏ธ", "24": "Medical equipments, pharmaceuticals and personal care products. ๐Ÿ’‰", "25": "Mining, basic metals and related products. โš™๏ธ", "26": "Musical instruments, sport goods, games, toys, handicraft, art materials and accessories. ๐ŸŽธ", "27": "Office and computing machinery, equipment and supplies except furniture and software packages. ๐Ÿ–จ๏ธ", "28": "Other community, social and personal services. ๐Ÿง‘๐Ÿฝโ€๐Ÿคโ€๐Ÿง‘๐Ÿฝ", "29": "Petroleum products, fuel, electricity and other sources of energy. ๐Ÿ”‹", "30": "Postal and telecommunications services. ๐Ÿ“ถ", "31": "Printed matter and related products. ๐Ÿ“ฐ", "32": "Public utilities. โ›ฒ", "33": "Radio, television, communication, telecommunication and related equipment. ๐Ÿ“ก", "34": "Real estate services. ๐Ÿ ", "35": "Recreational, cultural and sporting services. ๐Ÿšด", "36": "Repair and maintenance services. ๐Ÿ”ง", "37": "Research and development services and related consultancy services. ๐Ÿ‘ฉโ€๐Ÿ”ฌ", "38": "Security, fire-fighting, police and defence equipment. ๐Ÿงฏ", "39": "Services related to the oil and gas industry. โ›ฝ", "40": "Sewage-, refuse-, cleaning-, and environmental services. ๐Ÿงน", "41": "Software package and information systems. ๐Ÿ”ฃ", "42": "Supporting and auxiliary transport services; travel agencies services. ๐Ÿšƒ", "43": "Transport equipment and auxiliary products to transportation. ๐ŸšŒ", "44": "Transport services (excl. Waste transport). ๐Ÿ’บ" }, "initializer_range": 0.02, "intermediate_size": 3072, "label2id": { "Administration, defence and social security services. ๐Ÿ‘ฎโ€โ™€๏ธ" : "0", "Agricultural machinery. ๐Ÿšœ" : "1", "Agricultural, farming, fishing, forestry and related products. ๐ŸŒพ" : "2", "Agricultural, forestry, horticultural, aquacultural and apicultural services. ๐Ÿ‘จ๐Ÿฟโ€๐ŸŒพ" : "3", "Architectural, construction, engineering and inspection services. ๐Ÿ‘ทโ€โ™‚๏ธ" : "4", "Business services: law, marketing, consulting, recruitment, printing and security. ๐Ÿ‘ฉโ€๐Ÿ’ผ" : "5", "Chemical products. ๐Ÿงช" : "6", "Clothing, footwear, luggage articles and accessories. ๐Ÿ‘–" : "7", "Collected and purified water. ๐ŸŒŠ" : "8", "Construction structures and materials; auxiliary products to construction (excepts electric apparatus). ๐Ÿงฑ" : "9", "Construction work. ๐Ÿ—๏ธ" : "10", "Education and training services. ๐Ÿ‘ฉ๐Ÿฟโ€๐Ÿซ" : "11", "Electrical machinery, apparatus, equipment and consumables; Lighting. โšก" : "12", "Financial and insurance services. ๐Ÿ‘จโ€๐Ÿ’ผ" : "13", "Food, beverages, tobacco and related products. ๐Ÿฝ๏ธ" : "14", "Furniture (incl. office furniture), furnishings, domestic appliances (excl. lighting) and cleaning products. ๐Ÿ—„๏ธ" : "15", "Health and social work services. ๐Ÿ‘จ๐Ÿฝโ€โš•๏ธ" : "16", "Hotel, restaurant and retail trade services. ๐Ÿจ" : "17", "IT services: consulting, software development, Internet and support. ๐Ÿ–ฅ๏ธ" : "18", "Industrial machinery. ๐Ÿญ" : "19", "Installation services (except software). ๐Ÿ› ๏ธ" : "20", "Laboratory, optical and precision equipments (excl. glasses). ๐Ÿ”ฌ" : "21", "Leather and textile fabrics, plastic and rubber materials. ๐Ÿงต" : "22", "Machinery for mining, quarrying, construction equipment. โ›๏ธ" : "23", "Medical equipments, pharmaceuticals and personal care products. ๐Ÿ’‰" : "24", "Mining, basic metals and related products. โš™๏ธ" : "25", "Musical instruments, sport goods, games, toys, handicraft, art materials and accessories. ๐ŸŽธ" : "26", "Office and computing machinery, equipment and supplies except furniture and software packages. ๐Ÿ–จ๏ธ" : "27", "Other community, social and personal services. ๐Ÿง‘๐Ÿฝโ€๐Ÿคโ€๐Ÿง‘๐Ÿฝ" : "28", "Petroleum products, fuel, electricity and other sources of energy. ๐Ÿ”‹" : "29", "Postal and telecommunications services. ๐Ÿ“ถ" : "30", "Printed matter and related products. ๐Ÿ“ฐ" : "31", "Public utilities. โ›ฒ" : "32", "Radio, television, communication, telecommunication and related equipment. ๐Ÿ“ก" : "33", "Real estate services. ๐Ÿ " : "34", "Recreational, cultural and sporting services. ๐Ÿšด" : "35", "Repair and maintenance services. ๐Ÿ”ง" : "36", "Research and development services and related consultancy services. ๐Ÿ‘ฉโ€๐Ÿ”ฌ" : "37", "Security, fire-fighting, police and defence equipment. ๐Ÿงฏ" : "38", "Services related to the oil and gas industry. โ›ฝ" : "39", "Sewage-, refuse-, cleaning-, and environmental services. ๐Ÿงน" : "40", "Software package and information systems. ๐Ÿ”ฃ" : "41", "Supporting and auxiliary transport services; travel agencies services. ๐Ÿšƒ" : "42", "Transport equipment and auxiliary products to transportation. ๐ŸšŒ" : "43", "Transport services (excl. Waste transport). ๐Ÿ’บ" : "44" }, "layer_norm_eps": 1e-12, "max_position_embeddings": 512, "model_type": "bert", "num_attention_heads": 12, "num_hidden_layers": 12, "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": "4.12.2", "type_vocab_size": 2, "use_cache": true, "vocab_size": 119547 }