--- tags: - setfit - sentence-transformers - text-classification - generated_from_setfit_trainer widget: - text: 'Maintenance notice The following services may not be available February 16, 2020 between 6 : 30 am and 1 : 00 pm EST CFIA website : www.inspection.gc.ca Automated Import Reference System (AIRS) CFIA Automated Shipment Inspection Status Search Tool (ASISST) AIRS Verification Service (AVS) CFIA Digital Document Store Application (DDS) Electronic Data Interchange - Other Government Department (OGD) Pre-Arrival Review System and/or the OGD Release on Minimum Documentation (EDI OGD PARS/RMD) Electronic Data Interchange - Integrated Import Declaration (EDI -IID) National Import Service Centre (NISC) email (CFIA.NISC-CNSI.ACIA@Canada.ca) Please contact the National Import Service Centre at 1-800-835-4486 if you have questions or need assistance. Notification - Silani brand Mozzarella Ball recalled due to generic E. coli From : Canadian Food Inspection Agency Recall/advisory date : February 14, 2020 Reason for recall/advisory : Microbiological - Other Hazard classification : Class 2 Company/Firm : Silani Sweet Cheese Ltd. Distribution : Ontario Extent of the distribution : Retail Reference number : 13699 Contents Affected products Public enquiries and media Affected products Brand Name Common Name Size UPC Code(s) on Product Silani Mozzarella Ball 260 g 0 65052 51369 4 Best Before : 2021.01.08 Public enquiries and media Public enquiries Toll-free : 1-800-442-2342 (Canada and U.S.) Telephone : 1-613-773-2342 (local or international) Email : cfia.enquiries-demandederenseignements.acia@canada.ca Media relations Telephone : 613-773-6600 Email : cfia.media.acia@canada.ca Report a problem or mistake on this page Please select all that apply : A link, button or video is not working It has a spelling mistake Information is missing Information is outdated or wrong Login error when trying to access an account (e.g. My Service Canada Account) GC Key access SecureKey Concierge (Banking Credential) access Personal Access Code (PAC) problems or EI Access Code (AC) problems Social Insurance Number (SIN) validation problems Other login error not in this list I can''t find what I''m looking for Other issue not in this list Submit Thank you for your help! You will not receive a reply. For enquiries, contact us. Date modified : 2020-02-14' - text: 'Caito Foods is voluntarily recalling fresh cut watermelon, honeydew melon, cantaloupe and fresh-cut mixed fruit containing one of these melons, produced at the Caito Foods facility in Indianapolis, because these products have the potential to be contaminated with Salmonella. Use or consumption of products contaminated with Salmonella may result in serious illness. It can also produce serious and sometimes fatal infections in young children, frail or elderly people and others with weakened immune systems. Healthy individuals infected with Salmonella can experience fever, diarrhea, nausea, vomiting and abdominal pain. In rare circumstances, infection with Salmonella can result in the organism getting into the bloodstream and producing more severe illnesses such as arterial infections (i.e., infected aneurysms), endocarditis and arthritis. Reports of illnesses linked to these products are under investigation, and Caito Foods is voluntarily recalling the products out of an abundance of caution. The company has been advised by the CDC that it has linked 58 illnesses to the strain of Salmonella under investigation. Caito Foods has ceased producing and distributing these products as the company and FDA continue their investigation. The products were packaged in clear, plastic clamshell containers and distributed in Georgia, Illinois, Indiana, Kentucky, Michigan, Missouri, North Carolina and Ohio. Because it is possible that products shipped between April 17 and June 7, 2018 could still be on store shelves, this recall extends to both retailers and consumers. The potential that these products are contaminated with Salmonella was discovered through analyzing reports made by state departments of public health. Caito Foods has ceased producing and distributing these products as the company and FDA continue their investigation. Consumers seeking information may call 844-467-7278 Monday through Friday, 6 a.m. to 10 p.m. CT and Saturday and Sunday, 6 a.m. to 6 p.m. CT. Retailers and wholesale customers should check their inventories and shelves to confirm that none of the products are present or available for purchase by consumers or in warehouse inventories. Please contact 844-467-7278 Monday through Friday, 6 a.m. to 10 p.m. CT and Saturday and Sunday, 6 a.m. to 6 p.m. CT to arrange for disposal or return of the product. This recall is being conducted with the knowledge of the U.S. Food and Drug Administration. The products listed below are included in this recall : Customer Product Description Pack Weigh UPC Label Description/Brand Best By/Use By Date Range Caito Foods Distribution CANTALOUPE SPEARS 6/16Z 16 oz. 81851301294 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution HONEYDEW SPEARS 6/16Z 16 oz. 81851301300 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution MELON MIX 6/10Z 10 oz. 81851301331 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution FRUIT MIX 6/10Z 10 oz. 81851301348 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution HONEYDEW CHUNKS 6/10Z 10 oz. 81851301362 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution CANTALOUPE CHUNKS 6/10Z 10 oz. 81851301379 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution WATERMELON CHUNKS 6/9.5Z 9.5 oz. 81851301386 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution FRUIT MIX 6/5Z 5 oz. 81851301393 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution FRUIT BURST 4/20Z 20 oz. 81851301409 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution FRUIT MIX 3/48Z 48 oz. 81851301416 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution MELON MIX 6/16Z 16 oz. 81851301430 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution FRUIT MIX 6/16Z 16 oz. 81851301447 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution FRUIT SNACK TRAY 3/32Z 32 oz. 81851301454 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution FRUIT PARTY PLATTER 3/64Z 64 oz. 81851301461 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution MELON MIX SPEARS 6/16Z 16 oz. 81851301478 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution FRUIT BOWL 6/64Z 64 oz. 81851301485 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution WATERMELON SPEAR 6/16Z 16 oz. 81851301591 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution WATERMELON SPEAR 4/28Z 28 oz. 81851301607 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution CANTALOUPE CHUNKS 1/80Z 80 oz. 81851301614 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution HONEYDEW CHUNKS 1/80Z 80 oz. 81851301621 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution FRUIT MIX 1/5LB 80 oz. 81851302079 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution WATERMELON CHUNKS 1/5LB 80 oz. 81851302147 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution FRUIT BURST 6/10Z 10 oz. 81851302215 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution WATERMELON TRAY 1/5LB 80 oz. 81851302239 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Caito Foods Distribution WATERMELON CHUNK 4/18Z 18 oz. 826766260317 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Costco FRUIT BOWL 8/48Z 48 oz. 826766241125 Garden Highway Label 4/27/18 - 06/16/18 Gordon Food Service WATERMELON CHUNKS 4/5Z 5 oz. 826766009800 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Gordon Food Service CANTALOUPE CHUNKS 4/5Z 5 oz. 826766009817 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Gordon Food Service MELON MIX 4/5Z 5 oz. 826766009886 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Gordon Food Service FRUIT MIX 6/4.5Z  4.5 oz. 826766257676 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Gordon Food Service WATERMELON CHUNK 4/10Z 10 oz. 826766260041 Clear Generic Label Distributed by Caito Foods 4/27/18 - 06/16/18 Kroger WATERMELON QUARTER 6/36Z 36 oz. 826766139903 Clear Generic Label Distributed by Renaissance Food Group 4/27/18 - 06/16/18 Kroger CANTALOUPE HALF 6/24Z 24 oz. 826766139927 Clear Generic Label Distributed by Renaissance Food Group 4/27/18 - 06/16/18 Kroger WATERMELON SLICE 1/55Z 55 oz. 826766139941 Clear Generic Label Distributed by Renaissance Food Group 4/27/18 - 06/16/18 Kroger WATERMELON CHUNK 1/5LB 80 oz. 826766896011 Clear Generic Label Distributed by Renaissance Food Group 4/27/18 - 06/16/18 Kroger HONEYDEW CHUNKS 1/10Z 10 oz. 49022558632 Clear Generic Label Distributed by Renaissance Food Group 4/27/18 - 06/16/18 Kroger MELON SPEAR TRIO 1/16Z 16 oz. 826766139590 Clear Generic Label Distributed by Renaissance Food Group 4/27/18 - 06/16/18 Kroger MIXED SPEARS 1/16Z 16 oz. 826766139606 Clear Generic Label Distributed by Renaissance Food Group 4/27/18 - 06/16/18 Kroger WATERMELON SPEAR 1/16Z 16 oz. 826766139620 Clear Generic Label Distributed by Renaissance Food Group 4/27/18 - 06/16/18 Kroger FRUIT TRAY LRG W/DIP 1/63Z 63 oz. 826766145393 Clear Generic Label Distributed by Renaissance Food Group 4/27/18 - 06/16/18 Kroger WATERMELON SPEAR 1/4LB 64 oz. 826766181704 Clear Generic Label Distributed by Renaissance Food Group 4/27/18 - 06/16/18 Kroger FRU TRAY LG W/WATMLN 1/64.75Z 64.75 oz. 826766185498 Clear Generic Label Distributed by Renaissance Food Group 4/27/18 - 06/16/18 Kroger SALAD FIESTA FRUIT 1/18Z 18 oz. 826766185641 Clear Generic Label Distributed by Renaissance Food Group 4/27/18 - 06/16/18 Kroger CANTALOUPE CHUNK 1/5LB 80 oz. 826766896578 Clear Generic Label Distributed by Renaissance Food Group 4/27/18 - 06/16/18 SpartanNash Distribution FRUIT MIX 6/5Z 5 oz. 884853630610 Open Acres 4/27/18 - 06/16/18 SpartanNash Distribution CANTALOUPE CHUNKS 1/80Z 80 oz. 884853631266 Open Acres 4/27/18 - 06/16/18 SpartanNash Distribution WATERMELON SPEAR 4/28Z 28 oz. 884853630672 Open Acres 4/27/18 - 06/16/18 SpartanNash Distribution CANTALOUPE SPEARS 6/16Z 16 oz. 884853630856 Open Acres 4/27/18 - 06/16/18 SpartanNash Distribution FRUIT BURST 6/10Z 10 oz. 884853630887 Open Acres 4/27/18 - 06/16/18 SpartanNash Distribution MELON MIX 6/10Z 10 oz. 884853630894 Open Acres 4/27/18 - 06/16/18 SpartanNash Distribution FRUIT MIX 6/10Z 10 oz. 884853630900 Open Acres 4/27/18 - 06/16/18 SpartanNash Distribution HONEYDEW CHUNKS 6/10Z 10 oz. 884853630924 Open Acres 4/27/18 - 06/16/18 SpartanNash Distribution CANTALOUPE CHUNKS 6/10Z 10 oz. 884853630931 Open Acres 4/27/18 - 06/16/18 SpartanNash Distribution WATERMELON CHUNKS 6/9.5Z 9.5 oz. 884853630948 Open Acres 4/27/18 - 06/16/18 SpartanNash Distribution FRUIT BURST 4/20Z 20 oz. 884853630955 Open Acres 4/27/18 - 06/16/18 SpartanNash Distribution FRUIT MIX 3/48Z 48 oz. 884853630962 Open Acres 4/27/18 - 06/16/18 SpartanNash Distribution MELON MIX 6/16Z 16 oz. 884853630986 Open Acres 4/27/18 - 06/16/18 SpartanNash Distribution FRUIT MIX 6/16Z 16 oz. 884853630993 Open Acres 4/27/18 - 06/16/18 SpartanNash Distribution FRUIT TRAY 3/32Z 32 oz. 884853631006 Open Acres 4/27/18 - 06/16/18 SpartanNash Distribution FRUIT PARTY PLATTER 3/64Z 64 oz. 884853631013 Open Acres 4/27/18 - 06/16/18 SpartanNash Distribution WATERMELON SPEAR 6/16Z 16 oz. 884853631068 Open Acres 4/27/18 - 06/16/18 SpartanNash Distribution HONEYDEW CHUNKS 1/80Z 80 oz. 884853631273 Open Acres 4/27/18 - 06/16/18 Sprouts WATERMELON CHUNK 6/18Z 18 oz. 646670522406 Sprouts Farmers Market 4/27/18 - 06/16/18 Sprouts MELON MIX CHUNK 6/20Z 20 oz. 646670522437 Sprouts Farmers Market 4/27/18 - 06/16/18 Sprouts WATERMELON CHUNK 6/9.5Z 9.5 oz. 646670522444 Sprouts Farmers Market 4/27/18 - 06/16/18 Sprouts FRUIT BURST 6/10Z 10 oz. 646670522482 Sprouts Farmers Market 4/27/18 - 06/16/18 Sprouts FRUIT PARTY PLATTER 3/64Z 64 oz. 646670522499 Sprouts Farmers Market 4/27/18 - 06/16/18 Sprouts WATERMELON SPEAR 6/16Z 16 oz. 826766893850 Sprouts Farmers Market 4/27/18 - 06/16/18 Trader Joes CANTALOUPE SLICE Trader Joe''s 12/16Z 16 oz. 00952668 Trader Joe''s 4/27/18 - 06/16/18 Walgreens MELON MIX 1/10Z 10 oz. 49022519114 Delish 4/27/18 - 06/16/18 Walgreens WATERMELON CHUNK 1/5Z 5 oz. 49022519138 Delish 4/27/18 - 06/16/18 Walgreens CANTALOUPE SNACK CUP WAG 1/5Z 5 oz. 49022519169 Delish 4/27/18 - 06/16/18 Walgreens SEASONAL FRUIT SALAD 1/10Z 10 oz. 49022519183 Delish 4/27/18 - 06/16/18 Walgreens TROPICAL MEDLEY 1/10Z 10 oz. 49022536999 Delish 4/27/18 - 06/16/18 Walgreens MANGO PINE LOPE SPEAR WAG 1/5Z 5 oz. 49022537019 Delish 4/27/18 - 06/16/18 Walgreens FRUIT BURST 1/10Z 10 oz. 49022558625 Delish 4/27/18 - 06/16/18 Walgreens WATERMELON SPEAR 1/16Z 16 oz. 49022588219 Delish 4/27/18 - 06/16/18 Walgreens CANTALOUPE SPEAR WAG 1/16Z 16 oz. 49022588240 Delish 4/27/18 - 06/16/18 Walgreens FRUIT SALAD SEASONAL WAG 1/32Z 32 oz. 49022637764 Delish 4/27/18 - 06/16/18 Walgreens FRUIT TRAY 1/22Z 22 oz. 49022683129 Delish 4/27/18 - 06/16/18 Walgreens WATERMELON CHUNK 1/9.5Z 9.5 oz. 49022804586 Delish 4/27/18 - 06/16/18 Walgreens FRUIT SPEAR ASSORTED 1/16Z 16 oz. 49022813823 Delish 4/27/18 - 06/16/18 Walgreens CANTALOUPE CHUNK 1/10Z 10 oz. 49022822436 Delish 4/27/18 - 06/16/18 Walgreens FRUIT MIX 1/10Z 10 oz. 49022822443 Delish 4/27/18 - 06/16/18 Walgreens WATERMELON CHUNK 1/18Z 18 oz. 49022923331 Delish 4/27/18 - 06/16/18 Walmart CANTALOUPE SPEAR 4/10Z 10 oz. 681131180146 Freshness Guaranteed 4/27/18 - 06/16/18 Walmart CANTALOUPE SPEAR 4/16Z 16 oz. 681131180153 Freshness Guaranteed 4/27/18 - 06/16/18 Walmart FRUIT TRAY 2/48Z 48 oz. 681131180207 Freshness Guaranteed 4/27/18 - 06/16/18 Walmart FRUIT BOWL 2/40Z 40 oz. 681131180238 Freshness Guaranteed 4/27/18 - 06/16/18 Walmart SEASONAL BLEND 4/10Z 10 oz. 681131180481 Freshness Guaranteed 4/27/18 - 06/16/18 Walmart SEASONAL BLEND 4/16Z 16 oz. 681131180498 Freshness Guaranteed 4/27/18 - 06/16/18 Walmart SEASONAL BLEND 2/32Z 32 oz. 681131180504 Freshness Guaranteed 4/27/18 - 06/16/18 Walmart WATERMELON CHUNK 2/42Z 40 oz. 681131180658 Freshness Guaranteed 4/27/18 - 06/16/18 Walmart WATERMELON SPEAR 4/16Z 16 oz. 681131180665 Freshness Guaranteed 4/27/18 - 06/16/18 Walmart WATERMELON SPEAR 4/10Z 10 oz. 681131180672 Freshness Guaranteed 4/27/18 - 06/16/18 Walmart WATERMELON SPEAR 2/32Z 32 oz. 681131180689 Freshness Guaranteed 4/27/18 - 06/16/18 Walmart SEASONAL TRIO 2/32Z 32 oz. 681131180696 Freshness Guaranteed 4/27/18 - 06/16/18 Walmart WATERMELON QUARTERS 4/44Z 47 oz. 681131221719 Freshness Guaranteed 4/27/18 - 06/16/18 Walmart MELON BERRY MIX 4/10Z 13 oz. 826766254248 Freshness Guaranteed 4/27/18 - 06/16/18 Walmart SALAD SEASONAL FRUIT 4/10Z 13 oz. 826766254262 Freshness Guaranteed 4/27/18 - 06/16/18 Whole Foods/Amazon MELON COMBO 20 oz. 82676681120 Whole Foods Market Label 4/27/18 - 06/16/18 Whole Foods/Amazon FRUIT TRAY SMALL 36 oz. 826766811274 Whole Foods Market Label 4/27/18 - 06/16/18 Whole Foods/Amazon FRUIT SALAD SEASONAL 20 oz. 826766810987 Whole Foods Market Label 4/27/18 - 06/16/18 Whole Foods/Amazon CANTALOUPE CHUNKS 10 oz. 826766811199 Whole Foods Market Label 4/27/18 - 06/16/18 Whole Foods/Amazon WATERMELON CHUNKS 9.5 oz. 826766810956 Whole Foods Market Label 4/27/18 - 06/16/18 Whole Foods/Amazon Watermelon Spears, 16 oz. 826766810970 Whole Foods Market Label 4/27/18 - 06/16/18 ' - text: 'In cooperation with the FDA Lehi Valley Trading Company of Mesa, Arizona is issuing a nationwide recall of 8,10 and 12.3 oz packages of Yogurt Raisins, because it may contain undeclared Peanut Allergen. People who have an allergy or severe sensitivity to Peanut Allergens run the risk of serious or life-threatening allergic reaction if they consume these products. Yogurt Raisins in question are To date, no illness, sickness, or symptoms have been reported from product coming to or from Lehi Valley Trading Company. The nationwide recall was initiated after it was discovered that equipment used to package this product may have come in contact with product containing Peanut Allergens. Consumers who have purchased 10 oz Snack-Worthy Yogurt Raisins with lot code 222268 are urged to return the product to the place of purchase for a full refund Please direct all concerns to our Customer Service Department at (480)-684-1430 Mon-Fri 8 : 00AM-5 : 00PM MST' - text: 'In response to a recall by Satur Farms, Whole Foods Market is voluntarily recalling various prepared foods items in eight states containing baby spinach because of a potential contamination of Salmonella. Salmonella is an organism which can cause serious and sometimes fatal infections in young children, frail or elderly people, and others with weakened immune systems. Healthy persons infected with Salmonella often experience fever, diarrhea (which may be bloody), nausea, vomiting and abdominal pain. In rare circumstances, infection with Salmonella can result in the organism getting into the bloodstream and producing more severe illnesses such as arterial infections (i.e., infected aneurysms), endocarditis and arthritis. The affected products, including salads, pizza, sandwiches and wraps, were sold at stores in Connecticut, Florida, Maine, Massachusetts, New Hampshire, New Jersey, New York, and Rhode Island. No illnesses have been reported at this time. Affected products are labeled with a Whole Foods Market scale label and can be identified by the following information. Additionally, consumers who purchased items containing baby spinach from the salad bars or hot bars at Whole Foods Market locations in these states should discard items purchased through January 23, 2019. Customers who purchased these products can bring a valid receipt into stores for a full refund. Consumers with additional questions can call 1-844-936-8255 between the hours of 7 : 00 a.m. and 10 : 00 p.m. CST, Monday through Friday, or 8 : 00 a.m. and 6 : 00 p.m. Saturday through Sunday. Product Product Code (begins with) Sell by Date Affected States Chicken Florentine Panini 0265249 1/26/2019 CT, MA, ME, NH, RI Golden Beet & Tangerine Salad 0276651 1/26/2019 CT, MA, ME, NH, RI Locavore Cheese Steak Wrap 0288833 1/26/2019 CT, MA, ME, NH, RI Mediterranean Stuffed Salmon 0276640 1/26/2019 CT, MA, ME, NH, RI Quinoa with Dark Leafy Greens 0276652 1/26/2019 CT, MA, ME, NH, RI Roasted Vegetables Panini 0286668 1/26/2019 CT, MA, ME, NH, RI Salad Spring Berry Power 0261702 1/26/2019 CT, MA, ME, NH, RI Smoked Turkey with Apple & Cheddar Sandwich 0289436 1/26/2019 CT, MA, ME, NH, RI Spinach and Vegetable Quinoa Salad 0287410 1/26/2019 CT, MA, ME, NH, RI Spinach Ravioli Salad with Lemon, Tomato, and Parmesan CC 0262216 1/26/2019 CT, MA, ME, NH, RI Strawberry Balsamic Quinoa CC 0226215 1/26/2019 CT, MA, ME, NH, RI Tofu Shawarma Wrap 0225938 1/26/2019 CT, MA, ME, NH, RI Turkey Avocado Sandwich (Turkado Sandwich) 0268506 1/26/2019 CT, MA, ME, NH, RI Turkey with Spinach & Feta Sandwich 0278131 1/26/2019 CT, MA, ME, NH, RI Vegan Spinach Almond Ricotta Pizza 0289927 1/26/2019 CT, MA, ME, NH, RI Chicken Cordon Blue Panini 0236489 1/24/2019 CT, NJ, NY New England Cranberry Turkey Sandwich 0236543 1/24/2019 CT, NJ, NY Paleo Mediterranean Tuna Salad 0278786 1/27/2019 CT, NJ, NY Spinach, Sauteed with Garlic CC 0262208 1/27/2019 CT, NJ, NY Avocado Dragon Ball Bowl 0239999 1/27/2019 FL Bistro Pasta Salad 0270265 1/26/2019 FL Breakfast Sandwich Platter 0289062 1/26/2019 FL Chicken Enchiladas Dinner 0268015 1/28/2019 FL Cilantro & Lime Chicken Burrito 0270878 1/26/2019 FL Coconut Kiwi Butter Bowl 0251413 1/27/2019 FL Egg White & Spinach Breakfast 0276983 1/27/2019 FL Egg White Burrito 0276829 1/27/2019 FL Eggplant Rolantini 0270871 1/26/2019 FL Focaccia Vegetable Pesto Sandwich 0260646 1/27/2019 FL Goat Cheese Salad With Mandarin Orange & Candied Cashews 0272681 1/27/2019 FL I Yam What I Yam Bowl 0251986 1/27/2019 FL Large Brasserie Cheese Goat Salad 0272680 1/27/2019 FL Large Goat Cheese Green Salad 0289143 1/28/2019 FL Large Spinach & Mushroom Salad 0272061 1/27/2019 FL Maple Glazed Acorn Squash 0284071 1/26/2019 FL Mesclun Mix With Candied Pecans & Sun Dried Cranberries 0272093 1/27/2019 FL Mesclun Mix With Candied Pecans & SunDried Cranberries 0272788 1/27/2019 FL Mustard Crusted Salmon 0271328 1/28/2019 FL My Big Fat Greek Pizza 0270663 1/26/2019 FL Orange Lentil Vegetable Egg Bowl 0251625 1/27/2019 FL Pizza Il Mediterraneo  0229250 1/24/2019 FL Salad Golden Beets Tangerine  0271078 1/26/2019 FL Sandwich Baguette Chicken Saltimbocca 0237929 1/26/2019 FL Sandwich Baguette Turkey Brie  0237933 1/26/2019 FL Sandwich Ham Olive Sliced  0236398 1/27/2019 FL Serbian Ajvar Vegetable Club 0220041 1/28/2019 FL Small Spinach & Mushroom Salad 0272793 1/27/2019 FL Smoked Mozzarella Pasta 0225081 1/28/2019 FL Spinach Artichoke Bleus Pizza 0271388 1/26/2019 FL Spinach Gorgonzola Salad 0267982 1/26/2019 FL Spinach Strawberry Goat Cheese Salad 0260136 1/28/2019 FL Spinach Walnut Bleus Pizza 0271331 1/26/2019 FL Vegetable Pesto Focaccia 0244952 1/27/2019 FL Vegetable Pesto Focaccia Sandwich 0244953 1/27/2019 FL Watermelon Garbanzo Vegetable Bowl 0251968 1/27/2019 FL ' - text: 'WASHINGTON, Jan. 8, 2015 – The Daniel Weaver Company, a Lebanon, PA establishment, is recalling approximately 7,092 pounds of Halal Beef products due to misbranding and an undeclared allergen, the U.S. Department of Agriculture’s Food Safety and Inspection Service (FSIS) announced today. The product contains peanuts, a known allergen which is not declared on the product label. The Halal Beef Soujouk products were produced between November 13 and December 3, 2014. The following products are subject to recall : [View Labels] 16-oz. hoops of “YÖRÜK BRAND HALAL BEEF SOUJOUK DRIED BEEF SAUSAGE.” 16-oz. links of “YÖRÜK BRAND HALAL BEEF PARMAK SOUJOUK DRIED BEEF SAUSAGE.” The products subject to recall bear the establishment number “EST. 669” and were shipped to a distribution location in New Jersey. The problem was discovered when The Daniel Weaver Company was notified by its spice supplier that the cumin in a spice mix used to formulate the sausage may have been contaminated with peanut allergens. FSIS and the company have received no reports of adverse reactions due to consumption of these products. Anyone concerned about a reaction should contact a healthcare provider. FSIS routinely conducts recall effectiveness checks to verify recalling firms notify their customers of the recall and that steps are taken to make certain that the product is no longer available to consumers. When available, the retail distribution list(s) will be posted on the FSIS website atwww.fsis.usda.gov/recalls. Consumers with questions about the recall can contact Customer Service at (717) 274-6100. Media with questions about the recall can contact Media Relations at (215) 256-8867. Consumers with food safety questions can "Ask Karen," the FSIS virtual representative available 24 hours a day at AskKaren.gov or via smartphone at m.askkaren.gov. The toll-free USDA Meat and Poultry Hotline 1-888-MPHotline (1-888-674-6854) is available in English and Spanish and can be reached from 10 a.m. to 4 p.m. (Eastern Time) Monday through Friday. Recorded food safety messages are available 24 hours a day. The online Electronic Consumer Complaint Monitoring System can be accessed 24 hours a day at : http : //www.fsis.usda.gov/reportproblem. Labels' metrics: - accuracy pipeline_tag: text-classification library_name: setfit inference: true base_model: sentence-transformers/paraphrase-mpnet-base-v2 model-index: - name: SetFit with sentence-transformers/paraphrase-mpnet-base-v2 results: - task: type: text-classification name: Text Classification dataset: name: Unknown type: unknown split: test metrics: - type: accuracy value: 1.0 name: Accuracy --- # SetFit with sentence-transformers/paraphrase-mpnet-base-v2 This is a [SetFit](https://github.com/huggingface/setfit) model that can be used for Text Classification. This SetFit model uses [sentence-transformers/paraphrase-mpnet-base-v2](https://huggingface.co/sentence-transformers/paraphrase-mpnet-base-v2) as the Sentence Transformer embedding model. A [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance is used for classification. The model has been trained using an efficient few-shot learning technique that involves: 1. Fine-tuning a [Sentence Transformer](https://www.sbert.net) with contrastive learning. 2. Training a classification head with features from the fine-tuned Sentence Transformer. ## Model Details ### Model Description - **Model Type:** SetFit - **Sentence Transformer body:** [sentence-transformers/paraphrase-mpnet-base-v2](https://huggingface.co/sentence-transformers/paraphrase-mpnet-base-v2) - **Classification head:** a [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance - **Maximum Sequence Length:** 512 tokens - **Number of Classes:** 6 classes ### Model Sources - **Repository:** [SetFit on GitHub](https://github.com/huggingface/setfit) - **Paper:** [Efficient Few-Shot Learning Without Prompts](https://arxiv.org/abs/2209.11055) - **Blogpost:** [SetFit: Efficient Few-Shot Learning Without Prompts](https://huggingface.co/blog/setfit) ### Model Labels | Label | Examples | |:------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| | 0 | | | 4 | | | 1 | | | 5 | | | 2 | | | 8 | | ## Evaluation ### Metrics | Label | Accuracy | |:--------|:---------| | **all** | 1.0 | ## Uses ### Direct Use for Inference First install the SetFit library: ```bash pip install setfit ``` Then you can load this model and run inference. ```python from setfit import SetFitModel # Download from the 🤗 Hub model = SetFitModel.from_pretrained("BenPhan/demo-sentence-bert1") # Run inference preds = model("In cooperation with the FDA Lehi Valley Trading Company of Mesa, Arizona is issuing a nationwide recall of 8,10 and 12.3 oz packages of Yogurt Raisins, because it may contain undeclared Peanut Allergen. People who have an allergy or severe sensitivity to Peanut Allergens run the risk of serious or life-threatening allergic reaction if they consume these products. Yogurt Raisins in question are To date, no illness, sickness, or symptoms have been reported from product coming to or from Lehi Valley Trading Company. The nationwide recall was initiated after it was discovered that equipment used to package this product may have come in contact with product containing Peanut Allergens. Consumers who have purchased 10 oz Snack-Worthy Yogurt Raisins with lot code 222268 are urged to return the product to the place of purchase for a full refund Please direct all concerns to our Customer Service Department at (480)-684-1430 Mon-Fri 8 : 00AM-5 : 00PM MST") ``` ## Training Details ### Training Set Metrics | Training set | Min | Median | Max | |:-------------|:----|:---------|:-----| | Word count | 74 | 469.9615 | 2217 | | Label | Training Sample Count | |:------|:----------------------| | 0 | 10 | | 1 | 9 | | 2 | 1 | | 4 | 3 | | 5 | 2 | | 8 | 1 | ### Training Hyperparameters - batch_size: (16, 16) - num_epochs: (1, 1) - max_steps: -1 - sampling_strategy: oversampling - num_iterations: 20 - body_learning_rate: (2e-05, 2e-05) - head_learning_rate: 2e-05 - loss: CosineSimilarityLoss - distance_metric: cosine_distance - margin: 0.25 - end_to_end: False - use_amp: False - warmup_proportion: 0.1 - l2_weight: 0.01 - seed: 42 - eval_max_steps: -1 - load_best_model_at_end: False ### Training Results | Epoch | Step | Training Loss | Validation Loss | |:------:|:----:|:-------------:|:---------------:| | 0.0154 | 1 | 0.2129 | - | | 0.7692 | 50 | 0.0483 | - | ### Framework Versions - Python: 3.11.11 - SetFit: 1.1.1 - Sentence Transformers: 3.3.1 - Transformers: 4.48.0.dev0 - PyTorch: 2.4.1+cu121 - Datasets: 3.1.0 - Tokenizers: 0.21.0 ## Citation ### BibTeX ```bibtex @article{https://doi.org/10.48550/arxiv.2209.11055, doi = {10.48550/ARXIV.2209.11055}, url = {https://arxiv.org/abs/2209.11055}, author = {Tunstall, Lewis and Reimers, Nils and Jo, Unso Eun Seo and Bates, Luke and Korat, Daniel and Wasserblat, Moshe and Pereg, Oren}, keywords = {Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences}, title = {Efficient Few-Shot Learning Without Prompts}, publisher = {arXiv}, year = {2022}, copyright = {Creative Commons Attribution 4.0 International} } ```