--- library_name: sentence-transformers pipeline_tag: sentence-similarity tags: - sentence-transformers - sentence-similarity - feature-extraction - generated_from_trainer - dataset_size:180 - loss:TripletLoss widget: - source_sentence: Probrico flat black cabinet pulls 3 inch hole centers T bar handle kitchen dresser 10 pack sentences: - 'Professional Hair Cutting Shears,Hair Scissors Hairdressing Scissors Barber Hair Cutting Scissors Sharp Blade Razor Hairdresser Haircut 6 Inch Length JP440C Steel … Product Description hair cutting shears Product Description hair cutting shears' - 'KNOBWELL 12 Pack Square Kitchen Cabinet Pulls Matte Black, 3-1/2 inch Hole Centers, Dresser Drawer Pulls Black Stainless Steel Bathroom Cabinet Handles 4" Length Product Description KNOBWELL stainless steel cabinet handles are proof-positive that fashion and function can peacefully and beautifully co-exist. From timeless elegance to striking modernity, our cabinet pulls fit and accentuate virtually any decor. Naturally, they''re also designed, crafted and tested to ensure durability. Our Premium Quality T bar cabinet handle is an ideal decorative accessory, professionally designed to perfectly compliment a wide range of contemporary and modern residential and commercial cabinets and drawers. Do you want to make your kitchen look like new? Would you like to decorate your house with your family? Are you looking for the suitable knobs for your cabinets, dressers, wardrobes, and drawers? Look at this one - The BLACK STAINLESS STEEL cabinet pull feels smoothly in hands and looks fantastic. It has magical effect in decorating or refreshing furniture like drawer, cabinet, cupboard, wardrobe, etc. With great quality and craft, these pulls will lasts for years to come. All sizes that you need! Specifications Material: BLACK STAINLESS STEEL Hole Sapcing: From 2-1/2"(64mm) To 12-3/5"(320mm) Overall Length: From 2"(50mm) To 13"(330mm) Height: 1-2/5" Width: 1/2" Read more Refresh your home with new cabint handles! Easy Installation It''s quite easy for you to install them just with home little tool. It comes with 1" and 1-3/4" screws, and screws of other sizes are also available in our store. A Smooth, Beautiful Finish Stainless steel with attractive, bold, and elegant black finish instantly enhances your home. Refresh Your Home The classic design makes for a noticeable change for any furniture and add a look of elegance to the cabinets in your kitchen and bathroom. Read more Square Kitchen Cabinet Pull Matte Black Drawer Pull Kitchen Cupboard Handle Black Kitchen Cabinet Handle Solid Stainless Steel Pull T Bar Cabinet Door Handle Quantity Option 10 Pack, 25 Pack 6 Pack, 10 Pack, 12 Pack, 20 Pack 15 Pack, 30 Pack 6 Pack, 12 Pack, 20 Pack 10 Pack, 15 Pack, 20 Pack 10 Pack, 25 Pack Hole Spacing From Single Hole To 12-3/5inch(320mm) From Single Hole To 7-1/2inch(192mm) From Single Hole To 12-3/5inch(320mm) From Single Hole To 10inch(256mm) From Single Hole To 7-9/16inch(192mm) From 3-3/4inch(96mm) To 12-3/5inch(320mm) Material Stainless Steel Stainless Steel Stainless Steel Stainless Steel Stainless Steel Stainless Steel Available Finishes Matte Black Matte Black Matte Black Matte Black Matte Black Matte Black Square Cabinet Knob Decorative Drawer Knob Bin Cup Drawer Pull Rectangle Cabinet Knob Decorative Cabinet Handle Round Modern Cabinet Knob Quantity Option 10 Pack, 25 Pack 6 Pack, 10 Pack, 30 Pack 10 Pack, 25 Pack 10 Pack, 25 Pack 10 Pack, 12 Pack, 25 Pack 10 Pack, 25 Pack Hole Spacing Single Hole Single Hole 3inch(76mm) Single Hole From 2-1/2inch(64mm) To 5inch(128mm) Single Hole Material Zinc Alloy Zinc Alloy Zinc Alloy Zinc Alloy Zinc Alloy Zinc Alloy Available Finishes Black, Oil Rubbed Bronze Black Black, Oil Rubbed Bronze Black Black Black, Oil Rubbed Bronze ' - 'N / A iPhone 7 Case 8 Case,TPU Plastic Case Cover for iPhone 7/8 (Friends tv Show-2) ' - source_sentence: NFL Women's OTS Fleece Hoodie sentences: - 'DELOMO 【Upgrade】 Pet Grooming Gloves Cat Brushes Gloves for Gentle Shedding - Efficient Pets Hair Remover Mittens - Dog Washing Gloves for Long and Short Hair Dogs & Cats & Horses - 1 Pair (Blue) From the brand Love Pets Love DELOMO Previous page pet supplies Visit the Store Delomo was named after two pets. It all began in the summer of 2013 when Matt took a stray kitten home and named her Lomo. Lomo brought Matt a really purr-fect life. Later, they got another partner, an adopted puppy. Matt called him Desko. From then on they three became inseparable friends. They played and napped together. "All pets deserve a safe & loving home". With this faith in mind, Matt created DELOMO intending to help more fur babies. What inspires us: We feel bound to help homeless animals and bring them a better life. All pets deserve a safe & loving home without being abandoned or euthanized. What we are doing: Big change starts small. We regularly provide assistance to the American Association of Pet Shelters. We believe that love will make a difference. Why we did this: Because we CARE. We care for life and our communities. We''ve been dedicated to sending everlasting love to all our pets, employees, and new fur-baby parents just like you. That''s why we take our products seriously. Pet Hair Remover Visit the Store pet grooming gloves Visit the Store pet grooming gloves Visit the Store Next page Product Description Pet Water Fountain Large Surface Lint Roller Dog Travel Bag Pet Grooming Gloves 1PC Pet Grooming Gloves a Pair Pet Hair Remover Color Name White White Grey Blue Green White Slip on the Delomo pet grooming glove and keep your pet’s coat looking clean and healthy while reducing the hair scattered about the house! Keeping your dog’s or cat’s coat brushed regularly is important for their overall health, as well as yours - and the Delomo Pet Grooming and Deshedding Gloves make it easier and more efficient than ever before! Read more How to use the pet grooming Gloves? Spray a bit of water on the rubber side. Start grooming your pet in sweeping motions. Peel off the collected fur on the gloves. Clean the gloves by hand or washing machine Read more ' - 'the Anti-Inflammatory Keto Cookbook for Beginners: Top 200 Delicious Anti-inflammatory and Ketogenic-Compliant Recipes to Heal your body | with a 3-Week Plan to kickstart your healing ' - 'Ultra Game NFL womens Fleece Hoodie Pullover Sweatshirt Tie Neck From the manufacturer Read more Poly Fleece Fabric Midweight poly fabric and inner fleece lining feels super soft and comfortable. Comfortable Fit Drawcord hoody, rib cuffs on sleeves and bottom hem provide a perfect fit. Kangaroo Front Pouch Roomy front pouch pocket to store your items and keep your hands warm. Screen Print Graphics High quality graphics of your favorite NFL team in official team colors and gray. Read more NFL Women''s Tie Neck Pullover Fleece Hoodie Sweatshirt NFL Women''s Hombre Full Zip Fleece Hoodie NFL Women''s Tunic Pullover Terry Hoodie Sweatshirt NFL Women''s Stripe Pullover Terry Hoodie Sweatshirt Ultra Game NFL Women''s Soft Fleece Sherpa Hoodie Jacket NFL Women''s Banner Full Zip Fleece Hoodie Sweatshirt Style JHL3039F JZL3042F JTL2188A JTL1769A JZL9236A JZL4949F Fabric Fleece Fleece French Terry French Tery Sherpa Brushed Fleece Color White Team Color/Gray Team Color/Dark Team Color/Stripe Heather Gray Team Colors Type Pullover Full Zip Pullover Pullover Full Zip Hoodie Full ZIp Drawstring ✓ ✓ ✓ ✓ ✓ ✓ Pockets Kangaroo Front Pouch Kangaroo Pockets Kangaroo Front Pouch - Side pockets Kangaroo Pockets Ribbed Cuffs Sleeves/Waist Sleeves/Waist Sleeves/Waist - Sleeves/Waist Sleeves/Waist Hemline Ribbed Ribbed Ribbed Tunic Shirt Tail Ribbed Ribbed Team Jock Tag ✓ ✓ - - - - Read more Read more ' - source_sentence: '"4 ton hydraulic low profile floor jack with dual piston quick lift pump"' sentences: - 'Lark Rise to Candleford ' - 'Hair Cutting Scissors Set, Baban 11Pcs Professional Hair Cutting Kit with Hair Cutting Cape, Thinning Shears, Comb, Barber Scissors Kit Rust Resistant Hairdressing Scissor for Men & Women, Home, Salon Product Description Read more CLASSIC AND SIMPLICITY DESIGN UPGRADE PROFESSIONAL COATING AND SHOCK ABSORPTION DESIGN:The hair cutting scissors are made of stainless steel, durable and sharp, with anti-rust layer and keep the surface gloss. A soft rubber ring is installed at the end of the barber scissors handle with shock absorption and noise reduction functions. Hhair Cutting Tools Specification: Stainless Steel Haircut Size: 6.7 inch Hairpin Length: 9cm / 3.5inch Clean Fabric Dimensions: 11 x 7.5cm / 4.3 x 3inch Leather Case Size: 21.5 x 8.5cm / 8.5inch x 3.3inch Suitable for wet and dry use to create the perfect hair style Family multi-purpose barber scissors set is a necessary tool for mobile barbers Satisfactory and considerate shopping service Read more Detail decomposition of barber scissors set Stainless steel is more durable The inner part of the rubber handle is installed to relieve the pain of the hand Rubber plugs with shock absorption at the end reduce noise The tightness of the scissors can be adjusted Overall design of shears for hair cutting The graceful and smooth arc design makes finger grip more comfortable Integrated design reduces the assembly of parts Edge design of scissors for hair cutting Sharp edge 27 U-shaped scissors slots Won''t let your hair split Read more Features: Ergonomic Hairdressing Scissors Professional hairdressing scissors with ergonomic handle design, with finger rests and rubber rings, make the scissors comfortable to use, so that you will not feel pressure on your hands or hands when you cut your hair for a day The shoulder has a high resilience muffler, which can reduce the friction between the handles and reduce the load on the thumb. Functionality: Use the fine adjustment part to easily tighten or loosen the scissors. Made of stainless steel with precise blades and sharp edges. Everything is properly stored in a zippered leather case to ensure safety. The lightweight, breathable headdress allows the haircut to shake easily without getting caught in the fibers. Straight Scissors Thining Scissor Barber Cape Storage Box Read more Barber scissors set accessories 1 x straight scissors / 1 x fine scissors / 2 x hairpin 1 x tail comb / 1 x hair cap / 1 x cleaning cloth 1 x beauty comb / 1 x hair comb / 1 x storage case ' - 'BIG RED T825051 Torin Hydraulic Low Profile Trolley Service/Floor Jack with Single Piston Quick Lift Pump, 2.5 Ton (5,000 lb) Capacity, Red Product Description The Torin Big Red T825051 hydraulic trolley floor jack is constructed with heavy duty steel, providing long term durability with an industrial luster. This floor jack has a 2. 5 ton (5, 000 lb) capacity and features a minimum lifting height of 3-1/3" and a maximum height of 15", which is ideal for most cars, trucks, and SUVs. A safety bypass system prevents over-loading and ensures safe operation. Equipped with (2) large steel casters and (2) 360-degree swivel casters for smooth maneuverability. The Torin Big Red T825051 hydraulic trolley floor jack is equipped with a handle for quick portability. Includes a limited 1 year manufacturer . Product Description The Torin Big Red T825051 hydraulic trolley floor jack is constructed with heavy duty steel, providing long term durability with an industrial luster. This floor jack has a 2. 5 ton (5, 000 lb) capacity and features a minimum lifting height of 3-1/3" and a maximum height of 15", which is ideal for most cars, trucks, and SUVs. A safety bypass system prevents over-loading and ensures safe operation. Equipped with (2) large steel casters and (2) 360-degree swivel casters for smooth maneuverability. The Torin Big Red T825051 hydraulic trolley floor jack is equipped with a handle for quick portability. Includes a limited 1 year manufacturer .From the brand Previous page Visit the Store Visit the Store Next page From the manufacturer Lift with Professional Quality Since 1968, Torin has produced quality automotive repair and maintenance products. Torin provides professional, after-sales service. For support, please call 1-888-44-Torin Torin BIG RED Garage/Shop Equipment: Low Profile Hydraulic Trolley Service/Floor Jack, 2.5 Ton (5,000 lb) Capacity Constructed with heavy-duty steel, providing long term durability with an industrial luster Features a 2.5 ton (5,000 lb) capacity, a minimum lifting height of 3-3/8", and a maximum height of 14-15/16" Safety bypass system prevents over-loading and ensures safe operation Equipped with (2) large steel casters and (2) 360-degree swivel casters for smooth maneuverability Includes a built-in carrying handle, making it easy to transport Ideal for most cars, trucks, and SUVs Read more Includes a built-in carrying handle, making it easy to transport A safety bypass system prevents over-loading and ensures safe operation 2.5 ton (5,000 lb) capacity and features a minimum lifting height of 3-3/8", and a maximum height of 14-15/16" Equipped with (2) large steel casters and (2) 360-degree swivel casters for precise maneuverability Read more Torin BIG RED Hydraulic Low Profile Aluminum and Steel Racing Floor Jack Torin BIG RED Hydraulic Ultra Low Profile Floor Jack Torin BIG RED Hydraulic Low Profile Floor Jack Torin BIG RED Hydraulic Floor Jack Torin BIG RED Hydraulic Floor Jack with Foot Pedal Torin BIG RED Hydraulic Low Profile Floor Jack Load Capacity 3 ton (6,000 lbs) 3 ton (6,000 lbs) 4 ton (8,000 lbs) 3 ton (6,000 lbs) 3.5 ton (7,000 lbs) 2.5 ton (5,000 lbs) Lifting Range 3-15/16" to 18-5/16" 3-1/8" to 20" 4" to 20" 5-1/8" to 18-5/16" 5-11/16" to 19-11/16" 3-3/8" to 14-15/16" ' - source_sentence: '"professional hair cutting scissors extremely sharp blades 6 inch barber scissors set for men and women Fagaci"' sentences: - 'Arcan 2-Ton (4,000 lbs.) Quick Rise Aluminum Floor Jack with Dual Pump Pistons & Reinforced Lifting Arm (A20017) Product Description Arcan 2-Ton (4,000 lbs.) Quick Rise Aluminum Floor Jack with Dual Pump Pistons & Reinforced Lifting Arm (A20017) Product Description Arcan 2-Ton (4,000 lbs.) Quick Rise Aluminum Floor Jack with Dual Pump Pistons & Reinforced Lifting Arm (A20017)From the manufacturer Read more Read more Read more Read more ' - 'Hair Cutting Scissors Kits, Stainless Steel Hair Cutting Shears Set Thinning Scissors Hair Scissor Professional Barber/Salon/Home Shears Kit For Men Women and Pet Product Description Professional Hairdressing Scissors set is made of premium Stainless Steel, it is of high quality and longevity. This hair cutting shears has sharp blade which can easily create the perfect trim, cut and fade and avoid damage or split hair ends. Moreover, with comfortable finger rests design to relieve tension, it fits any thumb and finger well. And designed for left-handed users. Ideal tool for hairdressers, barbers as well as for family or individual use. Features 1) Crafted using premium Stainless Steel. 2) Razor sharp blade to create the perfect trim, cut and fade. 3) Ergonomic design to relieve tension. Specifications: Size: 6 inches Material: Stainless steel quality. Light weight, durable, sharp & precise madding. Package includes: 1 x Professional Hair Cutting Scissors 1 x Texturing Thinning Scissors 1 x Comb 2 x Cleaning Cloth 2 x Stainless steel hairpins Caution: Very sharp scissors! Please keep it away from kids. Product Description Professional Hairdressing Scissors set is made of premium Stainless Steel, it is of high quality and longevity. This hair cutting shears has sharp blade which can easily create the perfect trim, cut and fade and avoid damage or split hair ends. Moreover, with comfortable finger rests design to relieve tension, it fits any thumb and finger well. And designed for left-handed users. Ideal tool for hairdressers, barbers as well as for family or individual use. Features 1) Crafted using premium Stainless Steel. 2) Razor sharp blade to create the perfect trim, cut and fade. 3) Ergonomic design to relieve tension. Specifications: Size: 6 inches Material: Stainless steel quality. Light weight, durable, sharp & precise madding. Package includes: 1 x Professional Hair Cutting Scissors 1 x Texturing Thinning Scissors 1 x Comb 2 x Cleaning Cloth 2 x Stainless steel hairpins Caution: Very sharp scissors! Please keep it away from kids.' - ' ' - source_sentence: '"professional hair cutting scissors extremely sharp blades 6 inch barber scissors set for men and women Fagaci"' sentences: - 'Top Dog Knits: 12 QuickKnit Fashions for Your Big Best Friend ' - 'Pro-LifT T-6902 Grey Jack Stand - 2 Ton Capacity Product Description Never Lift Your Vehicle Without Immediately Securing Them With Pro-Lift Jack Stands Pro Lift T-6902 Jack Stand is a 2 Ton jack stand that is built with the sturdy stamped steel construction. It is designed to support the load with the rated capacity once it is lifted. It is ideal for auto, truck service, farm and shop use. The ratchet bar is built with the high quality cast ductile iron that provides you with the extra strength and durability. At the same time, Pro Lift T-6902 also features the height adjustment mechanism to allow the smooth upward movement while release handle locks into position. Safety and security are always important, as always, Pro Lift T-T-6902 meets ANSI / PALD standards. - Sturdy Stamped Steel Construction - High Quality Cast Ductile Iron Ratchet Bar - Height Adjustment Mechanism - Meets or exceeds the latest ANSI/PALD standards Specifications - Capacity: 2 Ton - Lift Range: 10-3/8 to 16-1/4 inch - Package Dimension: 12.4 x 6.89 x 9.84 inch - Item Weight: 12 Lbs Pro Lift T-T-6902 Jack Stand is backed by the 90-days warranty from the date of the purchase. Product Description Never Lift Your Vehicle Without Immediately Securing Them With Pro-Lift Jack Stands Pro Lift T-6902 Jack Stand is a 2 Ton jack stand that is built with the sturdy stamped steel construction. It is designed to support the load with the rated capacity once it is lifted. It is ideal for auto, truck service, farm and shop use. The ratchet bar is built with the high quality cast ductile iron that provides you with the extra strength and durability. At the same time, Pro Lift T-6902 also features the height adjustment mechanism to allow the smooth upward movement while release handle locks into position. Safety and security are always important, as always, Pro Lift T-T-6902 meets ANSI / PALD standards. - Sturdy Stamped Steel Construction - High Quality Cast Ductile Iron Ratchet Bar - Height Adjustment Mechanism - Meets or exceeds the latest ANSI/PALD standards Specifications - Capacity: 2 Ton - Lift Range: 10-3/8 to 16-1/4 inch - Package Dimension: 12.4 x 6.89 x 9.84 inch - Item Weight: 12 Lbs Pro Lift T-T-6902 Jack Stand is backed by the 90-days warranty from the date of the purchase.From the brand Previous page About Pro-Lift Our products have consistently led the industry in quality and innovation. Designed after professional-grade equipment standards, Pro-Lift is kept under close quality control standards from the factory to your home. Our patented products provide your garage with all your maintenance needs. Pro-Lift Car Repair Equipment Visit the Store Pro-Lift Car Lifting Jacks Visit the Store Pro-Lift Welded Bottle Jacks Visit the Store Pro-Lift Hand Trucks Visit the Store Next page From the manufacturer Pro-Lift T-6902 Grey Jack Stand - 2 Ton Capacity Features: Sturdy stamped steel construction High quality cast ductile iron ratchet bar Height adjustment mechanism allows smooth upward movement while release handle locks into position Ideal for auto, truck service, farm and shop use Read more ' - '5.5" Professional Hair Cutting & Thinning Barber Scissors Set, Stainless Steel, Lightweight Razor Edge Haircut Scissors for Hair Salon, Hairdresser Product Description SUPERIOR Blade Edge Retention - Premium build shears stay razor sharp longer than the competition''s scissors. EFFORTLESS Cutting Power - Top of the line materials and craftsmanship ensure a smooth cut everytime, even through multiple layers, for years to come. HEAVY Duty Industrial Grade Materials - Japanese J2 Stainless Steel - Stronger and harder than the standard stainless steel used in other shears. SHARP, SMOOTH AND EFFICIENT: With a finely honed blade and a custom designed Culton tension adjustment screw, these shears will outperform any other shears in its class. We invested more time on our product so you can spend more time being productive. CUT HAIR IN COMFORT: These premium scissors were designed for professionals, this means you can shear all day and never experience fatigue. These comfortable and easy to use shears will allow you to cut a day''s worth of hair without feeling stress in your hands or shoulders. Product Description SUPERIOR Blade Edge Retention - Premium build shears stay razor sharp longer than the competition''s scissors. EFFORTLESS Cutting Power - Top of the line materials and craftsmanship ensure a smooth cut everytime, even through multiple layers, for years to come. HEAVY Duty Industrial Grade Materials - Japanese J2 Stainless Steel - Stronger and harder than the standard stainless steel used in other shears. SHARP, SMOOTH AND EFFICIENT: With a finely honed blade and a custom designed Culton tension adjustment screw, these shears will outperform any other shears in its class. We invested more time on our product so you can spend more time being productive. CUT HAIR IN COMFORT: These premium scissors were designed for professionals, this means you can shear all day and never experience fatigue. These comfortable and easy to use shears will allow you to cut a day''s worth of hair without feeling stress in your hands or shoulders.' --- # SentenceTransformer This is a [sentence-transformers](https://www.SBERT.net) model trained. It maps sentences & paragraphs to a 768-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more. ## Model Details ### Model Description - **Model Type:** Sentence Transformer - **Maximum Sequence Length:** 512 tokens - **Output Dimensionality:** 768 tokens - **Similarity Function:** Dot Product ### Model Sources - **Documentation:** [Sentence Transformers Documentation](https://sbert.net) - **Repository:** [Sentence Transformers on GitHub](https://github.com/UKPLab/sentence-transformers) - **Hugging Face:** [Sentence Transformers on Hugging Face](https://huggingface.co/models?library=sentence-transformers) ### Full Model Architecture ``` SentenceTransformer( (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True}) ) ``` ## Usage ### Direct Usage (Sentence Transformers) First install the Sentence Transformers library: ```bash pip install -U sentence-transformers ``` Then you can load this model and run inference. ```python from sentence_transformers import SentenceTransformer # Download from the 🤗 Hub model = SentenceTransformer("sentence_transformers_model_id") # Run inference sentences = [ '"professional hair cutting scissors extremely sharp blades 6 inch barber scissors set for men and women Fagaci"', '5.5" Professional Hair Cutting & Thinning Barber Scissors Set, Stainless Steel, Lightweight Razor Edge Haircut Scissors for Hair Salon, Hairdresser\nProduct Description SUPERIOR Blade Edge Retention - Premium build shears stay razor sharp longer than the competition\'s scissors. EFFORTLESS Cutting Power - Top of the line materials and craftsmanship ensure a smooth cut everytime, even through multiple layers, for years to come. HEAVY Duty Industrial Grade Materials - Japanese J2 Stainless Steel - Stronger and harder than the standard stainless steel used in other shears. SHARP, SMOOTH AND EFFICIENT: With a finely honed blade and a custom designed Culton tension adjustment screw, these shears will outperform any other shears in its class. We invested more time on our product so you can spend more time being productive. CUT HAIR IN COMFORT: These premium scissors were designed for professionals, this means you can shear all day and never experience fatigue. These comfortable and easy to use shears will allow you to cut a day\'s worth of hair without feeling stress in your hands or shoulders. Product Description SUPERIOR Blade Edge Retention - Premium build shears stay razor sharp longer than the competition\'s scissors. EFFORTLESS Cutting Power - Top of the line materials and craftsmanship ensure a smooth cut everytime, even through multiple layers, for years to come. HEAVY Duty Industrial Grade Materials - Japanese J2 Stainless Steel - Stronger and harder than the standard stainless steel used in other shears. SHARP, SMOOTH AND EFFICIENT: With a finely honed blade and a custom designed Culton tension adjustment screw, these shears will outperform any other shears in its class. We invested more time on our product so you can spend more time being productive. CUT HAIR IN COMFORT: These premium scissors were designed for professionals, this means you can shear all day and never experience fatigue. These comfortable and easy to use shears will allow you to cut a day\'s worth of hair without feeling stress in your hands or shoulders.', 'Top Dog Knits: 12 QuickKnit Fashions for Your Big Best Friend\n', ] embeddings = model.encode(sentences) print(embeddings.shape) # [3, 768] # Get the similarity scores for the embeddings similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] ``` ## Training Details ### Training Dataset #### Unnamed Dataset * Size: 180 training samples * Columns: sentence_0, sentence_1, and sentence_2 * Approximate statistics based on the first 180 samples: | | sentence_0 | sentence_1 | sentence_2 | |:--------|:----------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------| | type | string | string | string | | details | | | | * Samples: | sentence_0 | sentence_1 | sentence_2 | |:-----------------------------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------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| "4 ton hydraulic low profile floor jack with dual piston quick lift pump" | Pro-Lift F-767 Grey Low Profile Floor Jack - 2 Ton Capacity
Product Description Fit Under Low Ground Clearance Vehicle Pro-Lift F-767 Grey Low Profile Floor Jack is a 2 Ton floor jack that give you better access to low ground clearance vehicle. And,give you the lifting range from 3-1/2 inches to 14 inches. The Jack can be fit under a clearance of 3-1/2 inches and maneuvered easily into position. Pro Lift F-767 floor jack also features the heavy duty steel construction that provides the long lasting durability. Pro Lift unique patented bypass device protects against over pumping. Its built-in safety valve provides overload protection. - Extra Low Profile - Lifting Range from 3-1/2 inches to 14 inches - Patented bypass device protect over pumping - Built-In Safty Valve Provides overload protection Take one now to access to the areas you never access before. Product Description Fit Under Low Ground Clearance Vehicle Pro-Lift F-767 Grey Low Profile Floor Jack is a 2 Ton floor jack that give you better access to low ground clearance vehicle. And,give you the lifting range from 3-1/2 inches to 14 inches. The Jack can be fit under a clearance of 3-1/2 inches and maneuvered easily into position. Pro Lift F-767 floor jack also features the heavy duty steel construction that provides the long lasting durability. Pro Lift unique patented bypass device protects against over pumping. Its built-in safety valve provides overload protection. - Extra Low Profile - Lifting Range from 3-1/2 inches to 14 inches - Patented bypass device protect over pumping - Built-In Safty Valve Provides overload protection Take one now to access to the areas you never access before.From the brand Previous page About Pro-Lift Our products have consistently led the industry in quality and innovation. Designed after professional-grade equipment standards, Pro-Lift is kept under close quality control standards from the factory to your home. Our patented products provide your garage with all your maintenance needs. Pro-Lift Welded Bottle Jacks Visit the Store Pro-Lift Floor & Trolley Jacks Visit the Store Next page From the manufacturer Pro-Lift F-767 Grey Low Profile Floor Jack - 2 Ton Capacity About Us: Our ProLift hydraulic automotive jacks, lifts and garage equipment range will cater to many 'do it yourself' enthusiast. The product line includes bottle jacks, floor jacks, garage jacks, aluminum jacks. scissor jack, lawn mower lifts, utility lifts, chokes, dirt bike lift, creepers, mechanic seats and more! Explore our range on the products page. ProLift has become a global presence in the go to automotive garage maintenance equipment with locations in the United States, The Netherlands, Taiwan and Australia. We create dependable and reliable performance hydraulic equipment. Read more | Funnytree 7x5FT Blue Wood Grain Backdrop for Photography Painted Fuax Wooden Board Planks Texture Background Floor Wall Birthday Summer Sea Party Decoration Banner Selfie Photo Booth Prop
Product Description Blue Wood Backdrop Beach Surfboard Backdrop Tropical Beach Backdrop Palm Tree Backdrop Summer Beach Backdrop Dark Wood Backdrop White Wood Backdrop Rustic Wood Backdrop Graffiti Brick Backdrop Old Wood Backdrop | | "Blue pet grooming gloves for hair removal and massage" | Pet Grooming Glove, Pet Ninja Glove, Amazingly cat glove, Gentle Deshedding Brush Glove - Efficient Pet Hair Remover Mitt - Enhanced Five Finger Design - Perfect for Dog & Cat - 1 Pair (Sky Blue)
Product Description Slip on the ForLiving pet grooming glove and keep your pet’s coat looking clean and healthy while reducing the hair scattered about the house! Keeping your dog’s or cat’s coat brushed regularly is important for their overall health, as well as yours - and the ForLiving Pet Grooming and Deshedding Gloves make it easier and more efficient than ever before! Brush Away the Mess This flexible, slip-on grooming gloves allow you to brush away dirt, grime, dander and loose hair from cats, dogs and horses of all shapes and sizes. More importantly, it helps stimulate the healthy oils on their skin which can improve the softness and radiance of their coat. A Healthier Home Gentle on the skin thanks to soft rubber tips, our groomer’s glove not only helps reduce the amount of hair left behind on furniture, clothes or in the car; it can help reduce allergens in the air for cleaner, healthier breathing. Product Details: Multi-function Deshedding Glove (Upgrade Version) With Enhanced 255 Soft Rubber Tips Adjustable Wrist Strap (One Size Fits All). Lightweight and Breathable Gentle Hair Remover Machine Washable (Easy to Clean) Safe for Cats, Dogs and Other Pets Works great for Samoyed fur. Sticks to the gloves and you can peel it off. What You Get: 2 BLUE pet hair remover gloves (1 left-hand and 1 right-hand) Click ‘Add to Cart’ above to get the ForLiving pet grooming glove and keep your pet happy, healthy, and free of loose hair. Product Description Slip on the ForLiving pet grooming glove and keep your pet’s coat looking clean and healthy while reducing the hair scattered about the house! Keeping your dog’s or cat’s coat brushed regularly is important for their overall health, as well as yours - and the ForLiving Pet Grooming and Deshedding Gloves make it easier and more efficient than ever before! Brush Away the Mess This flexible, slip-on grooming gloves allow you to brush away dirt, grime, dander and loose hair from cats, dogs and horses of all shapes and sizes. More importantly, it helps stimulate the healthy oils on their skin which can improve the softness and radiance of their coat. A Healthier Home Gentle on the skin thanks to soft rubber tips, our groomer’s glove not only helps reduce the amount of hair left behind on furniture, clothes or in the car; it can help reduce allergens in the air for cleaner, healthier breathing. Product Details: Multi-function Deshedding Glove (Upgrade Version) With Enhanced 255 Soft Rubber Tips Adjustable Wrist Strap (One Size Fits All). Lightweight and Breathable Gentle Hair Remover Machine Washable (Easy to Clean) Safe for Cats, Dogs and Other Pets Works great for Samoyed fur. Sticks to the gloves and you can peel it off. What You Get: 2 BLUE pet hair remover gloves (1 left-hand and 1 right-hand) Click ‘Add to Cart’ above to get the ForLiving pet grooming glove and keep your pet happy, healthy, and free of loose hair. | Nike NSW Club Hoodie Pullover Graphics
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 | Vakker Bahay Holiday Non Adhesive Beatiful Window Film Decorative Color Stained Removable Window Glass Film No Glue Privacy Static Cling Glass Film for Kitchen Office Bathroom,17.7 x 78.7 Inches
Product Description Size:17.7 by 78.7 Inches(45 x 200CM) in roll No glue:Static cling;Easy to install and removal Function:Keep privacy and decorate your window Install instruction: Step 01.Clean your window thoroughly. Step 02.Measure the size of your window both width and length. Step 03.Cut film into proper size,about 1 inch longer than the window. Step 04.Wet the window totally. Step 05.Peel off the backing clear protective film gently.( Please make sure the backing film is removed, or the film will fall down from window) Step 06.Position the film against the window and use your finger to press across the entire top of the film to allow it grip the sightly. Step 07.Smooth out the film with with squeegee,make sure no air and bubbles inside. (The squeegee you can use like ID card,bank card ect.) Step 08.Dry off your window film with rag,cut the excessive bit slowly. Read more Why choose us Keep Privacy:F rosted glass film perfect for Bathroom, Balcony, Living Room, Bedroom, Bathroom, Office,hotel, etc. U ser-Friendly:E nvironmental & Static speciality, don't use any adhesive;Applies to any smooth glass surface in minutes. N on adhesive:n o harmful substances release, easy to position and remove without any residue. R eusable:P remium PVC material offers extra durability, can be re-positioned and reused repeatedly U V Block:B lock more than 96% of harmful ultraviolet rays,protect the physical health;To prevent floor,curtain,carpet,furniture,art and many fabrics fade aging. E nergy Saving:C ontrol your energy costs by reducing heat in summer and retaining the heat in winter Read more Package Included 1 roll 17.7-inch by 78.7-inch window film 1 piece step by step window film install instruction Read more Flower window film Check window film Blind window film Mosaic window film Stripe window film 17.5*78.7 inch ✓ ✓ ✓ ✓ ✓ 17.5*78.7 inch ✓ ✓ ✓ ✓ ✓ Privacy level High High High High Low Color White White White White White | * Loss: [TripletLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#tripletloss) with these parameters: ```json { "distance_metric": "TripletDistanceMetric.EUCLIDEAN", "triplet_margin": 5.0 } ``` ### Training Hyperparameters #### Non-Default Hyperparameters - `per_device_train_batch_size`: 2 - `per_device_eval_batch_size`: 2 - `num_train_epochs`: 1 - `multi_dataset_batch_sampler`: round_robin #### All Hyperparameters
Click to expand - `overwrite_output_dir`: False - `do_predict`: False - `eval_strategy`: no - `prediction_loss_only`: True - `per_device_train_batch_size`: 2 - `per_device_eval_batch_size`: 2 - `per_gpu_train_batch_size`: None - `per_gpu_eval_batch_size`: None - `gradient_accumulation_steps`: 1 - `eval_accumulation_steps`: None - `torch_empty_cache_steps`: None - `learning_rate`: 5e-05 - `weight_decay`: 0.0 - `adam_beta1`: 0.9 - `adam_beta2`: 0.999 - `adam_epsilon`: 1e-08 - `max_grad_norm`: 1 - `num_train_epochs`: 1 - `max_steps`: -1 - `lr_scheduler_type`: linear - `lr_scheduler_kwargs`: {} - `warmup_ratio`: 0.0 - `warmup_steps`: 0 - `log_level`: passive - `log_level_replica`: warning - `log_on_each_node`: True - `logging_nan_inf_filter`: True - `save_safetensors`: True - `save_on_each_node`: False - `save_only_model`: False - `restore_callback_states_from_checkpoint`: False - `no_cuda`: False - `use_cpu`: False - `use_mps_device`: False - `seed`: 42 - `data_seed`: None - `jit_mode_eval`: False - `use_ipex`: False - `bf16`: False - `fp16`: False - `fp16_opt_level`: O1 - `half_precision_backend`: auto - `bf16_full_eval`: False - `fp16_full_eval`: False - `tf32`: None - `local_rank`: 0 - `ddp_backend`: None - `tpu_num_cores`: None - `tpu_metrics_debug`: False - `debug`: [] - `dataloader_drop_last`: False - `dataloader_num_workers`: 0 - `dataloader_prefetch_factor`: None - `past_index`: -1 - `disable_tqdm`: False - `remove_unused_columns`: True - `label_names`: None - `load_best_model_at_end`: False - `ignore_data_skip`: False - `fsdp`: [] - `fsdp_min_num_params`: 0 - `fsdp_config`: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False} - `fsdp_transformer_layer_cls_to_wrap`: None - `accelerator_config`: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None} - `deepspeed`: None - `label_smoothing_factor`: 0.0 - `optim`: adamw_torch - `optim_args`: None - `adafactor`: False - `group_by_length`: False - `length_column_name`: length - `ddp_find_unused_parameters`: None - `ddp_bucket_cap_mb`: None - `ddp_broadcast_buffers`: False - `dataloader_pin_memory`: True - `dataloader_persistent_workers`: False - `skip_memory_metrics`: True - `use_legacy_prediction_loop`: False - `push_to_hub`: False - `resume_from_checkpoint`: None - `hub_model_id`: None - `hub_strategy`: every_save - `hub_private_repo`: False - `hub_always_push`: False - `gradient_checkpointing`: False - `gradient_checkpointing_kwargs`: None - `include_inputs_for_metrics`: False - `eval_do_concat_batches`: True - `fp16_backend`: auto - `push_to_hub_model_id`: None - `push_to_hub_organization`: None - `mp_parameters`: - `auto_find_batch_size`: False - `full_determinism`: False - `torchdynamo`: None - `ray_scope`: last - `ddp_timeout`: 1800 - `torch_compile`: False - `torch_compile_backend`: None - `torch_compile_mode`: None - `dispatch_batches`: None - `split_batches`: None - `include_tokens_per_second`: False - `include_num_input_tokens_seen`: False - `neftune_noise_alpha`: None - `optim_target_modules`: None - `batch_eval_metrics`: False - `eval_on_start`: False - `eval_use_gather_object`: False - `batch_sampler`: batch_sampler - `multi_dataset_batch_sampler`: round_robin
### Framework Versions - Python: 3.10.12 - Sentence Transformers: 3.1.0 - Transformers: 4.44.2 - PyTorch: 2.4.1 - Accelerate: 0.34.2 - Datasets: 3.0.0 - Tokenizers: 0.19.1 ## Citation ### BibTeX #### Sentence Transformers ```bibtex @inproceedings{reimers-2019-sentence-bert, title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks", author = "Reimers, Nils and Gurevych, Iryna", booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing", month = "11", year = "2019", publisher = "Association for Computational Linguistics", url = "https://arxiv.org/abs/1908.10084", } ``` #### TripletLoss ```bibtex @misc{hermans2017defense, title={In Defense of the Triplet Loss for Person Re-Identification}, author={Alexander Hermans and Lucas Beyer and Bastian Leibe}, year={2017}, eprint={1703.07737}, archivePrefix={arXiv}, primaryClass={cs.CV} } ```