{ "_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.": "0", "Agricultural machinery.": "1", "Agricultural, farming, fishing, forestry and related products.": "2", "Agricultural, forestry, horticultural, aquacultural and apicultural services.": "3", "Architectural, construction, engineering and inspection services.": "4", "Business services: law, marketing, consulting, recruitment, printing and security.": "5", "Chemical products.": "6", "Clothing, footwear, luggage articles and accessories.": "7", "Collected and purified water.": "8", "Construction structures and materials; auxiliary products to construction (excepts electric apparatus).": "9", "Construction work.": "10", "Education and training services.": "11", "Electrical machinery, apparatus, equipment and consumables; Lighting.": "12", "Financial and insurance services.": "13", "Food, beverages, tobacco and related products.": "14", "Furniture (incl. office furniture), furnishings, domestic appliances (excl. lighting) and cleaning products.": "15", "Health and social work services.": "16", "Hotel, restaurant and retail trade services.": "17", "IT services: consulting, software development, Internet and support.": "18", "Industrial machinery.": "19", "Installation services (except software).": "20", "Laboratory, optical and precision equipments (excl. glasses).": "21", "Leather and textile fabrics, plastic and rubber materials.": "22", "Machinery for mining, quarrying, construction equipment.": "23", "Medical equipments, pharmaceuticals and personal care products.": "24", "Mining, basic metals and related products.": "25", "Musical instruments, sport goods, games, toys, handicraft, art materials and accessories.": "26", "Office and computing machinery, equipment and supplies except furniture and software packages.": "27", "Other community, social and personal services.": "28", "Petroleum products, fuel, electricity and other sources of energy.": "29", "Postal and telecommunications services.": "30", "Printed matter and related products.": "31", "Public utilities.": "32", "Radio, television, communication, telecommunication and related equipment.": "33", "Real estate services.": "34", "Recreational, cultural and sporting services.": "35", "Repair and maintenance services.": "36", "Research and development services and related consultancy services.": "37", "Security, fire-fighting, police and defence equipment.": "38", "Services related to the oil and gas industry.": "39", "Sewage-, refuse-, cleaning-, and environmental services.": "40", "Software package and information systems.": "41", "Supporting and auxiliary transport services; travel agencies services.": "42", "Transport equipment and auxiliary products to transportation.": "43", "Transport services (excl. Waste transport).": "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 }