Text Classification
Transformers
TensorBoard
Safetensors
modernbert
Generated from Trainer
text-embeddings-inference
Instructions to use BenPhan/ST2_modernbert-large_product_V2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use BenPhan/ST2_modernbert-large_product_V2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="BenPhan/ST2_modernbert-large_product_V2")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("BenPhan/ST2_modernbert-large_product_V2") model = AutoModelForSequenceClassification.from_pretrained("BenPhan/ST2_modernbert-large_product_V2", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download config.json from BenPhan/ST2_modernbert-large_product_V2: direct link, hf CLI and curl.
- Browser
- Download file 50.1 kB
-
https://huggingface.co/BenPhan/ST2_modernbert-large_product_V2/resolve/main/config.json
- Command line
-
hf download hf://BenPhan/ST2_modernbert-large_product_V2/config.json
-
curl -L -o config.json https://huggingface.co/BenPhan/ST2_modernbert-large_product_V2/resolve/main/config.json
50.1 kB
| { | |
| "_name_or_path": "answerdotai/ModernBERT-large", | |
| "architectures": [ | |
| "ModernBertForSequenceClassification" | |
| ], | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "bos_token_id": 50281, | |
| "classifier_activation": "gelu", | |
| "classifier_bias": false, | |
| "classifier_dropout": 0.0, | |
| "classifier_pooling": "mean", | |
| "cls_token_id": 50281, | |
| "decoder_bias": true, | |
| "deterministic_flash_attn": false, | |
| "embedding_dropout": 0.0, | |
| "eos_token_id": 50282, | |
| "global_attn_every_n_layers": 3, | |
| "global_rope_theta": 160000.0, | |
| "gradient_checkpointing": false, | |
| "hidden_activation": "gelu", | |
| "hidden_size": 1024, | |
| "id2label": { | |
| "0": "Catfishes (freshwater)", | |
| "1": "Dried pork meat", | |
| "10": "after dinner mints", | |
| "100": "brie cheese", | |
| "1000": "water for human consumption", | |
| "1001": "water for infants", | |
| "1002": "watermelons", | |
| "1003": "waxberry", | |
| "1004": "weight loss coffee", | |
| "1005": "wheat", | |
| "1006": "wheat snack", | |
| "1007": "whey protein", | |
| "1008": "whisky", | |
| "1009": "white beans", | |
| "101": "brioche", | |
| "1010": "white bread flour", | |
| "1011": "white cheese", | |
| "1012": "white chocolate", | |
| "1013": "white lasagna sauce", | |
| "1014": "white mould cheese", | |
| "1015": "white mustard seeds", | |
| "1016": "whole chicken", | |
| "1017": "wine", | |
| "1018": "wraps", | |
| "1019": "yellow peas", | |
| "102": "broccoli", | |
| "1020": "yoghurt", | |
| "1021": "yogurt raisins", | |
| "103": "broccoli mix", | |
| "104": "broths", | |
| "105": "brown beans", | |
| "106": "brown mushrooms", | |
| "107": "brown rice", | |
| "108": "brownies", | |
| "109": "brussel sprouts", | |
| "11": "alcoholic beverages", | |
| "110": "buffalo milk mozzarella cheese", | |
| "111": "buns", | |
| "112": "burrata", | |
| "113": "burrito (ready to eat)", | |
| "114": "butter", | |
| "115": "cabbage", | |
| "116": "cake decoration", | |
| "117": "cakes", | |
| "118": "camembert", | |
| "119": "candies", | |
| "12": "alfalfa sprouts", | |
| "120": "canned artichoke hearts", | |
| "121": "canned black beans", | |
| "122": "canned chicken", | |
| "123": "canned corn", | |
| "124": "canned crab meat in brine", | |
| "125": "canned fish products", | |
| "126": "canned meat stew", | |
| "127": "canned mussels", | |
| "128": "canned spinach", | |
| "129": "cantaloupe (fresh)", | |
| "13": "algae", | |
| "130": "caramel bites", | |
| "131": "carbonated water", | |
| "132": "carbonated beverage", | |
| "133": "carbonated/sparkling water", | |
| "134": "carcasses of veal", | |
| "135": "cardamom seeds", | |
| "136": "cardamon seeds", | |
| "137": "carps, barbels and other cyprinids", | |
| "138": "cashew", | |
| "139": "cattle from which the milk was used to produce raw milk cheese", | |
| "14": "all purpose seasoning", | |
| "140": "cauliflower", | |
| "141": "cbd oil", | |
| "142": "cbd products", | |
| "143": "cereal", | |
| "144": "cereal bars", | |
| "145": "cereal bars with chocolate", | |
| "146": "cereal drink", | |
| "147": "cereals", | |
| "148": "cereals and bakery products", | |
| "149": "cheddar cheese", | |
| "15": "allspice", | |
| "150": "cheese", | |
| "151": "cheese (taleggio capriolo)", | |
| "152": "cheese - made from raw milk", | |
| "153": "cheese - melted", | |
| "154": "cheese burgers", | |
| "155": "cheese dip", | |
| "156": "cheese flavoured snacks", | |
| "157": "cheese products", | |
| "158": "cheese sausages", | |
| "159": "cheese spread", | |
| "16": "almond kernels", | |
| "160": "cheese tortilla", | |
| "161": "cheese tray", | |
| "162": "cheesy spirals", | |
| "163": "cherries", | |
| "164": "chia seeds", | |
| "165": "chicken", | |
| "166": "chicken and chicken preparations", | |
| "167": "chicken based products", | |
| "168": "chicken breast", | |
| "169": "chicken broth", | |
| "17": "almond milk", | |
| "170": "chicken dippers", | |
| "171": "chicken drumsticks", | |
| "172": "chicken fillets", | |
| "173": "chicken meat meal", | |
| "174": "chicken meat products", | |
| "175": "chicken noodle soup", | |
| "176": "chicken pie", | |
| "177": "chicken preparations", | |
| "178": "chicken products - frozen", | |
| "179": "chicken slices", | |
| "18": "almond powder", | |
| "180": "chicken steak without bone", | |
| "181": "chickpeas", | |
| "182": "chilled beef", | |
| "183": "chilled beef preparations", | |
| "184": "chilled bengali cod curry", | |
| "185": "chilled boneless pork meat", | |
| "186": "chilled chicken", | |
| "187": "chilled chicken parts", | |
| "188": "chilled chicken thighs", | |
| "189": "chilled chicken wings", | |
| "19": "almond products", | |
| "190": "chilled dumplings with meat", | |
| "191": "chilled lasagne", | |
| "192": "chilled pork", | |
| "193": "chilled pork ribs", | |
| "194": "chilled pork sausages", | |
| "195": "chilled ready to eat salad and side dishes", | |
| "196": "chilled salads", | |
| "197": "chilled smoked ham", | |
| "198": "chilled vacuum packed beef", | |
| "199": "chilli", | |
| "2": "Fishes not identified", | |
| "20": "almonds", | |
| "200": "chilli oil", | |
| "201": "chilli paste", | |
| "202": "chilli peppers", | |
| "203": "chilli pickle", | |
| "204": "chilli powder", | |
| "205": "chilli sauce", | |
| "206": "chillies", | |
| "207": "chocolate", | |
| "208": "chocolate and chocolate products", | |
| "209": "chocolate and hazelnut spread", | |
| "21": "amaranth", | |
| "210": "chocolate and products therefor", | |
| "211": "chocolate and strawberry flavoured cyclone milk", | |
| "212": "chocolate bars", | |
| "213": "chocolate chips", | |
| "214": "chocolate confectionery", | |
| "215": "chocolate dessert", | |
| "216": "chocolate drink powder", | |
| "217": "chocolate drinks", | |
| "218": "chocolate easter eggs with filling", | |
| "219": "chocolate eggs", | |
| "22": "anchovies in oil", | |
| "220": "chocolate flavoured cereals", | |
| "221": "chocolate flavoured meringues", | |
| "222": "chocolate mini muffins", | |
| "223": "chocolate mousse", | |
| "224": "chocolate products", | |
| "225": "chocolate spelt balls", | |
| "226": "chocolate spread", | |
| "227": "chocolate spread with hazelnuts", | |
| "228": "chocolate truffles", | |
| "229": "chocolate wafers", | |
| "23": "anchovy paste", | |
| "230": "chocolates", | |
| "231": "chorizo", | |
| "232": "chorizo sausage", | |
| "233": "cider", | |
| "234": "cinnamon", | |
| "235": "cinnamon rolls", | |
| "236": "clams", | |
| "237": "clams (canned)", | |
| "238": "cocktail sausage rolls", | |
| "239": "coconut drink", | |
| "24": "angus beef", | |
| "240": "coconut juice", | |
| "241": "coconut milk", | |
| "242": "coconut milk drink", | |
| "243": "coconut oil", | |
| "244": "coconut sugar", | |
| "245": "coconuts", | |
| "246": "cod", | |
| "247": "cod fillets", | |
| "248": "coffee beans", | |
| "249": "coffee drink", | |
| "25": "animal by-products", | |
| "250": "cola drink", | |
| "251": "colours", | |
| "252": "concentrated apples", | |
| "253": "confectionery", | |
| "254": "confectionery for decoration", | |
| "255": "cooked chicken", | |
| "256": "cooked chicken skewer", | |
| "257": "cooked ham", | |
| "258": "cooked meat products", | |
| "259": "cooked sausages", | |
| "26": "appetizers", | |
| "260": "cookies", | |
| "261": "cooking sauce", | |
| "262": "coriander", | |
| "263": "corn", | |
| "264": "cottage cheese", | |
| "265": "cottage pie", | |
| "266": "courgettes", | |
| "267": "cous cous", | |
| "268": "cow milk cheese", | |
| "269": "crabs", | |
| "27": "apple cake", | |
| "270": "crackers", | |
| "271": "cranberry jam", | |
| "272": "cranberry juice", | |
| "273": "cream cheese", | |
| "274": "cream chocolate pie", | |
| "275": "crepe mix", | |
| "276": "crisp cheese snack", | |
| "277": "crispbread", | |
| "278": "crisps", | |
| "279": "croissants", | |
| "28": "apple juice", | |
| "280": "crushed red pepper", | |
| "281": "crustaceans and products thereof", | |
| "282": "cultivated fungi", | |
| "283": "cumin powder", | |
| "284": "cupcakes", | |
| "285": "curd cheese", | |
| "286": "cured loin", | |
| "287": "cured pork meat", | |
| "288": "cured smoked ham", | |
| "289": "curry", | |
| "29": "apples", | |
| "290": "curry paste", | |
| "291": "curry sauces", | |
| "292": "custard", | |
| "293": "cuttlefish", | |
| "294": "dark chocolate coated almonds", | |
| "295": "dark chocolates", | |
| "296": "dates", | |
| "297": "deboned chicken thighs", | |
| "298": "desserts", | |
| "299": "diced beef", | |
| "3": "Groupers (generic)", | |
| "30": "apricot kernels", | |
| "300": "dietary capsules", | |
| "301": "dietary supplement", | |
| "302": "dietetic foods, food supplements, fortified foods", | |
| "303": "dip-sauce", | |
| "304": "dipping sauce", | |
| "305": "donuts", | |
| "306": "dressing", | |
| "307": "dressing sauces", | |
| "308": "dried almonds", | |
| "309": "dried anchovies", | |
| "31": "apricots", | |
| "310": "dried apples", | |
| "311": "dried apricots", | |
| "312": "dried beans", | |
| "313": "dried beef meat", | |
| "314": "dried brown beans", | |
| "315": "dried chilli peppers", | |
| "316": "dried coconut", | |
| "317": "dried cranberries", | |
| "318": "dried elder berries", | |
| "319": "dried figs", | |
| "32": "asparagus", | |
| "320": "dried fruit in jars", | |
| "321": "dried fruit mix", | |
| "322": "dried fruits", | |
| "323": "dried fruits with chocolate", | |
| "324": "dried garlic", | |
| "325": "dried herb powder ashwagandha (withania somnifera)", | |
| "326": "dried lilies", | |
| "327": "dried mushrooms", | |
| "328": "dried pangash", | |
| "329": "dried plums", | |
| "33": "assorted bread roll selection", | |
| "330": "dried pork sausages", | |
| "331": "dried sausage", | |
| "332": "dried shitake mushrooms (lentinula edodes)", | |
| "333": "dried shrimp noodles", | |
| "334": "dried strawberries", | |
| "335": "drink powder", | |
| "336": "drinking chocolate powder", | |
| "337": "dry ham", | |
| "338": "dry sausage", | |
| "339": "duck", | |
| "34": "assortment of filled chocolates", | |
| "340": "dumplings", | |
| "341": "edam cheese", | |
| "342": "egg products", | |
| "343": "egg rolls", | |
| "344": "egg salad with ham", | |
| "345": "eggplants", | |
| "346": "eggs", | |
| "347": "eggs and egg products", | |
| "348": "emulsifiers, stabilizers, thickeners and gelling agents", | |
| "349": "energy and protein bars", | |
| "35": "baby food", | |
| "350": "energy drink", | |
| "351": "fajita meal", | |
| "352": "fats and oils", | |
| "353": "feed materials", | |
| "354": "fennel seeds", | |
| "355": "fermented beef meat", | |
| "356": "fermented milk product", | |
| "357": "feta cheese", | |
| "358": "filled chocolate", | |
| "359": "fish and fish products", | |
| "36": "baby food pouches", | |
| "360": "fish products", | |
| "361": "fish roe", | |
| "362": "fish sauce", | |
| "363": "flavoured drinks", | |
| "364": "flavoured fresh and creamy cheese spread", | |
| "365": "flavoured milk", | |
| "366": "flavoured potato chips", | |
| "367": "flavoured soft drink", | |
| "368": "flavoured whey protein preparations", | |
| "369": "flavours", | |
| "37": "baby foods", | |
| "370": "flaxseed", | |
| "371": "flounders, halibuts, soles", | |
| "372": "flour", | |
| "373": "foie gras", | |
| "374": "food supplement", | |
| "375": "french beans / green beans", | |
| "376": "french toast", | |
| "377": "fresh apples", | |
| "378": "fresh beef", | |
| "379": "fresh beef meat", | |
| "38": "baby spinach", | |
| "380": "fresh broccoli", | |
| "381": "fresh cheese", | |
| "382": "fresh cut vegetables", | |
| "383": "fresh dough", | |
| "384": "fresh goat cheese", | |
| "385": "fresh lychees", | |
| "386": "fresh mushrooms", | |
| "387": "fresh parsley", | |
| "388": "fresh pork", | |
| "389": "fresh pork leg", | |
| "39": "bagels", | |
| "390": "fresh pork loin", | |
| "391": "fresh poultry and poultry prepations", | |
| "392": "fresh processed beef meat products", | |
| "393": "fresh vegetables", | |
| "394": "frozen beef", | |
| "395": "frozen beef lasagne", | |
| "396": "frozen beef patties", | |
| "397": "frozen beef products", | |
| "398": "frozen beef tongue", | |
| "399": "frozen beef trimmings", | |
| "4": "Not classified pork meat", | |
| "40": "baguettes", | |
| "400": "frozen berries mix", | |
| "401": "frozen boneless beef", | |
| "402": "frozen bourbon ribs", | |
| "403": "frozen breaded turkey", | |
| "404": "frozen broccoli", | |
| "405": "frozen burger buns", | |
| "406": "frozen burgers", | |
| "407": "frozen chicken", | |
| "408": "frozen chicken strips with tendons", | |
| "409": "frozen chicken wings", | |
| "41": "bakery products", | |
| "410": "frozen cod fillets", | |
| "411": "frozen cooked lobster meat", | |
| "412": "frozen diced chicken roast", | |
| "413": "frozen dumplings with pork", | |
| "414": "frozen fish burgers", | |
| "415": "frozen fish fillets", | |
| "416": "frozen fish products", | |
| "417": "frozen fried rice", | |
| "418": "frozen grated coconut", | |
| "419": "frozen green beans", | |
| "42": "baking mix", | |
| "420": "frozen hamburgers", | |
| "421": "frozen hash browns", | |
| "422": "frozen leek", | |
| "423": "frozen lobster", | |
| "424": "frozen marinated beef", | |
| "425": "frozen marinated chicken", | |
| "426": "frozen pancakes", | |
| "427": "frozen peas", | |
| "428": "frozen peppers", | |
| "429": "frozen pie", | |
| "43": "baklava", | |
| "430": "frozen pizza", | |
| "431": "frozen pork meat", | |
| "432": "frozen pork preparations", | |
| "433": "frozen pork ribs", | |
| "434": "frozen pork trimmings", | |
| "435": "frozen potatoes", | |
| "436": "frozen poultry", | |
| "437": "frozen poultry meat", | |
| "438": "frozen poultry preparations", | |
| "439": "frozen poultry products", | |
| "44": "balsamic", | |
| "440": "frozen prepared dish of chicken tikka masala with pilau rice", | |
| "441": "frozen raw ground beef", | |
| "442": "frozen ready to cook chicken", | |
| "443": "frozen ready to eat products", | |
| "444": "frozen sausage rolls", | |
| "445": "frozen sausages", | |
| "446": "frozen seafood", | |
| "447": "frozen seasoned potato wedges", | |
| "448": "frozen sliced coconut", | |
| "449": "frozen spicy chicken wings", | |
| "45": "bamboo", | |
| "450": "frozen spinach", | |
| "451": "frozen spring rolls", | |
| "452": "frozen strawberry", | |
| "453": "frozen vegetables", | |
| "454": "frozen vegetables mix", | |
| "455": "frozen vegetarian cutlet", | |
| "456": "frozen whole fish", | |
| "457": "fruit bars", | |
| "458": "fruit juice", | |
| "459": "fruit juice smoothie", | |
| "46": "bamboo shoots", | |
| "460": "fruit mix", | |
| "461": "fruit pies", | |
| "462": "fruit punch", | |
| "463": "fruit salad", | |
| "464": "fruit salad with cantaloupe", | |
| "465": "fruit snacks", | |
| "466": "fruits and vegetables", | |
| "467": "garlic pickle", | |
| "468": "garlic powder", | |
| "469": "garlic sausage", | |
| "47": "bananas", | |
| "470": "ginger powder", | |
| "471": "ginger slices", | |
| "472": "gingerbread", | |
| "473": "ginseng powder", | |
| "474": "gluten free bread", | |
| "475": "gnocchi", | |
| "476": "goat cheese", | |
| "477": "goat cheese made from raw milk", | |
| "478": "goat meat", | |
| "479": "goat milk", | |
| "48": "barbecue sauce", | |
| "480": "goji berries", | |
| "481": "golden enoki mushrooms", | |
| "482": "golden raisins/sultanas", | |
| "483": "gorgonzola cheese", | |
| "484": "gouda", | |
| "485": "gouda cheese", | |
| "486": "granola", | |
| "487": "grapes", | |
| "488": "grated cheese", | |
| "489": "grated cheese mixture", | |
| "49": "bars", | |
| "490": "grated coconut", | |
| "491": "gravy granules", | |
| "492": "gravy mix", | |
| "493": "green basil pesto", | |
| "494": "green bean", | |
| "495": "green pesto", | |
| "496": "green pesto basil sauce", | |
| "497": "green raisins", | |
| "498": "green tea", | |
| "499": "grilled seasoned chicken plate", | |
| "5": "Pangas catfishes (generic)", | |
| "50": "basil", | |
| "500": "grissini breadsticks", | |
| "501": "ground almonds", | |
| "502": "ground beef", | |
| "503": "ground beef meat", | |
| "504": "ground black pepper", | |
| "505": "ground hot pepper", | |
| "506": "ground turmeric", | |
| "507": "guacamole", | |
| "508": "halloumi cheese", | |
| "509": "halva", | |
| "51": "basil pesto sauce", | |
| "510": "ham", | |
| "511": "ham slices", | |
| "512": "hard cheese", | |
| "513": "hazelnuts", | |
| "514": "hemp oil", | |
| "515": "hemp protein powder", | |
| "516": "hemp tea", | |
| "517": "herbal premix", | |
| "518": "herbal tea", | |
| "519": "herbs", | |
| "52": "batter mix", | |
| "520": "herring", | |
| "521": "high protein bars", | |
| "522": "honey", | |
| "523": "honeycomb", | |
| "524": "horseradish in jars", | |
| "525": "horses", | |
| "526": "hot chicken wings", | |
| "527": "hot chilli and hot chilli products", | |
| "528": "hot dog sausages", | |
| "529": "hot dogs", | |
| "53": "bean paste", | |
| "530": "ice cream", | |
| "531": "ice sticks", | |
| "532": "iced tea", | |
| "533": "ices and desserts", | |
| "534": "indian curry", | |
| "535": "infant formula", | |
| "536": "instant cereal", | |
| "537": "instant coffee", | |
| "538": "instant drink/drinking powder", | |
| "539": "instant noodles", | |
| "54": "bean sauce", | |
| "540": "jam", | |
| "541": "jellies", | |
| "542": "jerky products", | |
| "543": "juice drink", | |
| "544": "juices", | |
| "545": "kale", | |
| "546": "ketchup", | |
| "547": "lamb", | |
| "548": "lasagne", | |
| "549": "lemon juice", | |
| "55": "bean snack", | |
| "550": "lemonade (lemon soda)", | |
| "551": "lemons", | |
| "552": "lentils", | |
| "553": "lentils stew", | |
| "554": "lettuce", | |
| "555": "lime", | |
| "556": "limes", | |
| "557": "liquid egg white", | |
| "558": "liquid food supplement", | |
| "559": "liquorice", | |
| "56": "bean sprouts", | |
| "560": "lobster", | |
| "561": "lokoum", | |
| "562": "lollipops", | |
| "563": "long grain rice", | |
| "564": "loose smoked whole chickens", | |
| "565": "luncheon meat", | |
| "566": "lupin seeds", | |
| "567": "macadamia nuts", | |
| "568": "mackerel", | |
| "569": "maize", | |
| "57": "beans", | |
| "570": "mango", | |
| "571": "margarine", | |
| "572": "marinated chicken meat", | |
| "573": "marshmalows", | |
| "574": "marzipan", | |
| "575": "masala spice mix", | |
| "576": "mashed chickpeas (hummus)", | |
| "577": "massala spice mixture", | |
| "578": "mayonnaise", | |
| "579": "meal replacement", | |
| "58": "beef", | |
| "580": "meat and meat products (other than poultry)", | |
| "581": "meat broth", | |
| "582": "meat loaf", | |
| "583": "meat preparations", | |
| "584": "meat samosas, vegetable samosas, chicken samosas and meat spring rolls", | |
| "585": "meat, egg and dairy products", | |
| "586": "meat-salad", | |
| "587": "meatloaf", | |
| "588": "mechanically separated chicken meat", | |
| "589": "melon seeds", | |
| "59": "beef burrito", | |
| "590": "melons", | |
| "591": "milk", | |
| "592": "milk and milk products", | |
| "593": "milk chocolate covered raisins", | |
| "594": "milk chocolates", | |
| "595": "milk drink", | |
| "596": "milk powder", | |
| "597": "milk products", | |
| "598": "milk proteins", | |
| "599": "millet", | |
| "6": "Precooked cooked pork meat products", | |
| "60": "beef meat", | |
| "600": "millet porridge", | |
| "601": "minced beef", | |
| "602": "minced beef meat", | |
| "603": "minced chicken", | |
| "604": "minced pork", | |
| "605": "mineral water", | |
| "606": "mineral waters", | |
| "607": "mint chocolate", | |
| "608": "mitragyna speciosa (kratom)", | |
| "609": "mix of nuts", | |
| "61": "beef products", | |
| "610": "mixed nuts", | |
| "611": "mixed salad", | |
| "612": "mixed spices", | |
| "613": "mixed vegetables", | |
| "614": "moussaka", | |
| "615": "mozzarella", | |
| "616": "mozzarella cheese", | |
| "617": "muesli", | |
| "618": "muffins", | |
| "619": "multi vitamin food supplement", | |
| "62": "beef stewed", | |
| "620": "mung bean sprouts", | |
| "621": "mushrooms", | |
| "622": "mussels", | |
| "623": "mustard", | |
| "624": "mustard sauce", | |
| "625": "nacho chips", | |
| "626": "natural honey", | |
| "627": "non-alcoholic beer", | |
| "628": "non-alcoholic beverages", | |
| "629": "noodle", | |
| "63": "beef tallow", | |
| "630": "noodle soup", | |
| "631": "noodles", | |
| "632": "nougat", | |
| "633": "nut and fruit mixture", | |
| "634": "nut and raisin mix", | |
| "635": "nut bars", | |
| "636": "nut mix", | |
| "637": "nut mixture", | |
| "638": "nut-almond mixture", | |
| "639": "nutmeg", | |
| "64": "beef tenderloin cuts", | |
| "640": "nutrition shake", | |
| "641": "nuts", | |
| "642": "nuts and nuts products", | |
| "643": "nuts mix", | |
| "644": "nuts, nut products and seeds", | |
| "645": "oats", | |
| "646": "octopus", | |
| "647": "olive oil", | |
| "648": "olives", | |
| "649": "onions", | |
| "65": "beef tongue", | |
| "650": "orange juice", | |
| "651": "orange peppers", | |
| "652": "orange sugar paste", | |
| "653": "oregano", | |
| "654": "organic chilled hummus", | |
| "655": "organic chlorella powder", | |
| "656": "organic coconut flour", | |
| "657": "organic coconut oil", | |
| "658": "organic dates", | |
| "659": "organic figs", | |
| "66": "beef trimmings", | |
| "660": "organic tea", | |
| "661": "organic tofu", | |
| "662": "other dairy products", | |
| "663": "other food product / mixed", | |
| "664": "other fruit and vegetable juice products", | |
| "665": "other not classified meat products", | |
| "666": "other types of meat", | |
| "667": "other water-based drinks", | |
| "668": "oyster sauce", | |
| "669": "oysters", | |
| "67": "beer", | |
| "670": "paella", | |
| "671": "palm oil", | |
| "672": "pancakes", | |
| "673": "papaya", | |
| "674": "paprika", | |
| "675": "parmesan cheese", | |
| "676": "parmesan cheese grated", | |
| "677": "parsley", | |
| "678": "parsnip", | |
| "679": "pasta", | |
| "68": "beetroots", | |
| "680": "pasta products", | |
| "681": "pasta salad", | |
| "682": "pasta sauce", | |
| "683": "pasteurized cow milk cheese", | |
| "684": "pasteurized milk", | |
| "685": "pastry", | |
| "686": "pastry products", | |
| "687": "pastry tartlets", | |
| "688": "pea shoots", | |
| "689": "peaches", | |
| "69": "beverage", | |
| "690": "peanuts", | |
| "691": "pear juice", | |
| "692": "pears", | |
| "693": "peas", | |
| "694": "pecorino cheese", | |
| "695": "peppermint", | |
| "696": "pepperoni", | |
| "697": "peppers", | |
| "698": "pesto", | |
| "699": "pesto sauce (pesto verde)", | |
| "7": "Torpedo-shaped catfishes (generic)", | |
| "70": "beverage base of non-fruit origin, liquid", | |
| "700": "pet feed", | |
| "701": "pickled beetroot", | |
| "702": "pickled cucumber", | |
| "703": "pickled figs, cherries, pears and walnuts", | |
| "704": "pickled gherkins in glass jar", | |
| "705": "pickled ginger", | |
| "706": "pickled grape leaves", | |
| "707": "pickled peppers", | |
| "708": "pickled radish", | |
| "709": "pig meat - pork", | |
| "71": "bilberry extract used in a food supplement", | |
| "710": "pine nuts", | |
| "711": "pistachio nuts", | |
| "712": "pizza", | |
| "713": "plastics", | |
| "714": "plum bread & butter pudding", | |
| "715": "plums", | |
| "716": "pomegranate", | |
| "717": "pop corn", | |
| "718": "poppy", | |
| "719": "porcine lard", | |
| "72": "biscuit mix", | |
| "720": "pork and beef sausages", | |
| "721": "pork belly", | |
| "722": "pork carcass(es)", | |
| "723": "pork fillets", | |
| "724": "pork loins - frozen", | |
| "725": "pork meat", | |
| "726": "pork pie", | |
| "727": "pork preparation", | |
| "728": "pork sausage", | |
| "729": "pork shoulder", | |
| "73": "biscuits", | |
| "730": "pork shoulder - fresh", | |
| "731": "potato chips", | |
| "732": "potato croquettes", | |
| "733": "potato salad", | |
| "734": "potatoes", | |
| "735": "poultry", | |
| "736": "poultry meat", | |
| "737": "poultry meat and poultry meat products", | |
| "738": "powder seasoning", | |
| "739": "prawn crackers", | |
| "74": "bitter apricot kernels", | |
| "740": "prawns", | |
| "741": "prebaked apple pies", | |
| "742": "precooked cooked beef meat products", | |
| "743": "prepacked salad", | |
| "744": "prepared dish", | |
| "745": "prepared dish containing prawns", | |
| "746": "prepared dish with chicken", | |
| "747": "prepared dishes", | |
| "748": "prepared dishes and snacks", | |
| "749": "prepared salads", | |
| "75": "black caviar", | |
| "750": "preserved red bean curd", | |
| "751": "pretzel stick", | |
| "752": "pretzels", | |
| "753": "probiotic food supplement", | |
| "754": "prosciutto", | |
| "755": "protein balls", | |
| "756": "protein bar", | |
| "757": "protein bars", | |
| "758": "protein drink", | |
| "759": "protein powder", | |
| "76": "black pepper", | |
| "760": "protein supplements", | |
| "761": "pudding", | |
| "762": "puffed rice", | |
| "763": "pumpkin seeds", | |
| "764": "p\u00e2t\u00e9", | |
| "765": "quinoa", | |
| "766": "quorn preparation", | |
| "767": "radish", | |
| "768": "raisins", | |
| "769": "ramen noodles", | |
| "77": "blackberries", | |
| "770": "raspberries", | |
| "771": "ravioli", | |
| "772": "raw beef meat", | |
| "773": "raw beef meat and raw beef meat preparations", | |
| "774": "raw cow's milk cheese", | |
| "775": "raw goat milk cheese", | |
| "776": "raw milk", | |
| "777": "raw milk cheese", | |
| "778": "raw milk cheese reblochon", | |
| "779": "raw milk goat's cheese", | |
| "78": "blackcurrant drink concentrate", | |
| "780": "raw pork meat and raw pork meat preparations", | |
| "781": "ready cooked sliced chicken tikka breast", | |
| "782": "ready to eat - cook meals", | |
| "783": "ready to eat meat product", | |
| "784": "ready-to-eat seafood sticks", | |
| "785": "red chili", | |
| "786": "red chilli", | |
| "787": "red pesto", | |
| "788": "refreshments", | |
| "789": "rice", | |
| "79": "bloody mary beverage mix", | |
| "790": "rice balls", | |
| "791": "rice cakes", | |
| "792": "rice cereal for children", | |
| "793": "rice crackers", | |
| "794": "rice flakes", | |
| "795": "rice flour", | |
| "796": "rice meal", | |
| "797": "rice noodles", | |
| "798": "rice snack", | |
| "799": "rice sticks", | |
| "8": "Veggie Burger", | |
| "80": "blue cheese", | |
| "800": "rice vermicelli", | |
| "801": "ricotta and spinach tortelloni pasta", | |
| "802": "ricotta cheese", | |
| "803": "roasted and caramelized peanuts", | |
| "804": "roasted coffee", | |
| "805": "roasted nuts", | |
| "806": "rolls", | |
| "807": "rum", | |
| "808": "saint marcelin cheese", | |
| "809": "salad dressing", | |
| "81": "blue poppy seeds", | |
| "810": "salads", | |
| "811": "salami", | |
| "812": "salami sausage", | |
| "813": "salami sticks", | |
| "814": "salmon", | |
| "815": "salt", | |
| "816": "salted anchovies", | |
| "817": "salted radish", | |
| "818": "sandwich filling", | |
| "819": "sandwich spread", | |
| "82": "blueberries", | |
| "820": "sandwiches", | |
| "821": "sardines", | |
| "822": "sauce", | |
| "823": "sauces", | |
| "824": "sauerkraut meal", | |
| "825": "sausage", | |
| "826": "sausage products", | |
| "827": "scallops", | |
| "828": "scones", | |
| "829": "seafood", | |
| "83": "boar", | |
| "830": "seafood cocktail", | |
| "831": "seafood products", | |
| "832": "seasoned chicken", | |
| "833": "seasoning", | |
| "834": "seasoning mix", | |
| "835": "seasoning sauce", | |
| "836": "seasonings", | |
| "837": "seaweed preparations", | |
| "838": "seed mixe", | |
| "839": "seeds mix", | |
| "84": "boletus mushrooms, stems and pieces", | |
| "840": "seeds mixture", | |
| "841": "semi-hard cheeses", | |
| "842": "semi-soft cheese", | |
| "843": "semolina and products therefor", | |
| "844": "sesame", | |
| "845": "sesame confection", | |
| "846": "sesame oil", | |
| "847": "sesame paste", | |
| "848": "sesame seed oil", | |
| "849": "sesame seeds", | |
| "85": "bolognese sauce", | |
| "850": "shark", | |
| "851": "sheep cheese", | |
| "852": "sheep milk cheese", | |
| "853": "shrimp snacks", | |
| "854": "shrimps", | |
| "855": "sichuan pepper", | |
| "856": "sliced bread", | |
| "857": "sliced ham", | |
| "858": "smoked sausage", | |
| "859": "smoothie", | |
| "86": "boneless beef", | |
| "860": "snack crackers", | |
| "861": "snack mix", | |
| "862": "snack mixture", | |
| "863": "snacks (various)", | |
| "864": "soda drink", | |
| "865": "soft cheese", | |
| "866": "soft cheese (creams)", | |
| "867": "soft drinks", | |
| "868": "soft ripened cheese", | |
| "869": "sorbets", | |
| "87": "bottled mineral water", | |
| "870": "soup", | |
| "871": "soups", | |
| "872": "soups, broths, sauces and condiments", | |
| "873": "soy bean paste", | |
| "874": "soy milk product", | |
| "875": "soy products", | |
| "876": "soy sauce", | |
| "877": "soy yoghurt", | |
| "878": "soya and products therefor", | |
| "879": "soya drink", | |
| "88": "bottled water", | |
| "880": "soya product", | |
| "881": "soybean", | |
| "882": "spaghetti sauce", | |
| "883": "sparkling beverages", | |
| "884": "spice marinade", | |
| "885": "spice mix", | |
| "886": "spice mixture", | |
| "887": "spices", | |
| "888": "spicy chicken skewers", | |
| "889": "spicy sauce", | |
| "89": "bovine fat", | |
| "890": "spicy tofu", | |
| "891": "spicy tomato sauce", | |
| "892": "spinach", | |
| "893": "spinach leaves", | |
| "894": "spirits", | |
| "895": "sport drink", | |
| "896": "spread", | |
| "897": "spreads", | |
| "898": "spring rolls", | |
| "899": "spring water", | |
| "9": "adobo seasoning", | |
| "90": "bovine meat and offal", | |
| "900": "sprinkle mix", | |
| "901": "sprinkles", | |
| "902": "sprouts", | |
| "903": "squid", | |
| "904": "squids", | |
| "905": "starch", | |
| "906": "structured/textured fish meat products or fish paste", | |
| "907": "stuffed pastry", | |
| "908": "sugar", | |
| "909": "sugar confectionary", | |
| "91": "brazil nuts", | |
| "910": "sultanas", | |
| "911": "sunflower oil", | |
| "912": "sunflower seed", | |
| "913": "sushi", | |
| "914": "sweet nut snack", | |
| "915": "sweeteners", | |
| "916": "sweets", | |
| "917": "swiss rolls", | |
| "918": "syrup", | |
| "919": "table water", | |
| "92": "bread", | |
| "920": "table water and soda water", | |
| "921": "taco sauce", | |
| "922": "tahini", | |
| "923": "tahini (sesame paste)", | |
| "924": "tallegio (cheese)", | |
| "925": "tapioca chips", | |
| "926": "tarragon", | |
| "927": "tasty trio condiment selection", | |
| "928": "tea", | |
| "929": "tea bags", | |
| "93": "bread and products therefor", | |
| "930": "tea drink", | |
| "931": "testosterone booster", | |
| "932": "thermal processed beef meat", | |
| "933": "thermal processed pork meat", | |
| "934": "thyme", | |
| "935": "tiger nuts", | |
| "936": "tilapia", | |
| "937": "toffee", | |
| "938": "tofu", | |
| "939": "tomato sauce", | |
| "94": "bread crumb", | |
| "940": "tomatoes", | |
| "941": "tortilla", | |
| "942": "tortilla chips", | |
| "943": "tortilla chips cheese", | |
| "944": "tortilla products", | |
| "945": "trouts", | |
| "946": "tuna", | |
| "947": "tuna salad", | |
| "948": "turbot flatfish (psetta maxima)", | |
| "949": "turkey", | |
| "95": "bread mix", | |
| "950": "turkey and turkey preparations", | |
| "951": "turkey based products", | |
| "952": "turkey sandwich", | |
| "953": "turnip leaves in sunflower seed oil", | |
| "954": "turnips", | |
| "955": "tzatziki sauce", | |
| "956": "unpasteurised cheese", | |
| "957": "unsalted organic crunchy peanut butter", | |
| "958": "vacuum packed beef", | |
| "959": "vacuum packed marinated pork", | |
| "96": "breakfast cereals", | |
| "960": "vacuum packed pork ear roll", | |
| "961": "vacuum packed sliced ham", | |
| "962": "vanilla drink", | |
| "963": "vanilla powder", | |
| "964": "various bakery products", | |
| "965": "various beef products", | |
| "966": "various cheeses", | |
| "967": "various chicken meat products", | |
| "968": "various chilled or frozen pork products", | |
| "969": "various fish products", | |
| "97": "breakfast cereals and products therefor", | |
| "970": "various meat products", | |
| "971": "various pasta products", | |
| "972": "various poultry meat", | |
| "973": "various prepared dishes", | |
| "974": "various ready-to-eat meat products", | |
| "975": "various snacks", | |
| "976": "various vegetable preparations", | |
| "977": "varnishes and coatings", | |
| "978": "veal", | |
| "979": "veal meat", | |
| "98": "breakfast cereals for babies", | |
| "980": "veal meat and offals", | |
| "981": "vegan sausages", | |
| "982": "vegetable based products", | |
| "983": "vegetable broth", | |
| "984": "vegetable burger", | |
| "985": "vegetable cheese", | |
| "986": "vegetable crispbakes", | |
| "987": "vegetable mix", | |
| "988": "vegetable preparation", | |
| "989": "vegetable ready to eat meals", | |
| "99": "brewer's yeast", | |
| "990": "vegetable samosas", | |
| "991": "vegetable snack", | |
| "992": "vegetables", | |
| "993": "vinegar", | |
| "994": "vitamins", | |
| "995": "vitamins supplement", | |
| "996": "vodka", | |
| "997": "wafers", | |
| "998": "waffles", | |
| "999": "walnuts" | |
| }, | |
| "initializer_cutoff_factor": 2.0, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 2624, | |
| "label2id": { | |
| "0": "0", | |
| "1": "1", | |
| "10": "10", | |
| "100": "100", | |
| "1000": "1000", | |
| "1001": "1001", | |
| "1002": "1002", | |
| "1003": "1003", | |
| "1004": "1004", | |
| "1005": "1005", | |
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| "1016": "1016", | |
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| }, | |
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| } | |