sentence-transformers How to use knguyennguyen/mpnet_jacket4k_adjustedv2 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("knguyennguyen/mpnet_jacket4k_adjustedv2")
sentences = [
"women's winter coat with a soft texture, a relaxed fit, and a zipper closure.",
"Title: Karen Scott Women's Plus Size Zip-Front Jacket Black Size 2X Descripion: Look and feel as cozy as can be in this plus size zip-front jacket from Karen Scott. polyester Imported front closure Approx. 28-1/2\" from center back neck to hem Point collar; zipper-front closure Zipper pockets at hips Unlined Polyester",
"Title: Obermeyer Girls' Stormy Jacket (Toddler/Little Big Kids) Descripion: There's no better place a child wants to be than outside. Exploring the backyard, creating make-believe friends, or anticipating the unknown, or the wonder of discovery. It has always been our intention to fuel and care for this unspoken youthful innocence. Throwing an ill-formed snowball in the excitement of loving the wonder of snow is to be applauded, regardless of our unexpected shock - refreshing as it may be. The stormy is all of that and more. For parent and child alike. With fleece-warmed chin, neck, hands and ear-warmers she is reassured to be toasty and daring to move about freely. We recognize the value of play. 100% Polyester Imported Zipper closure Hand Wash Only Fleece earwarmers;\"i-grow\" Extended wear system; full-motion articulation; sleeve pockets); integrated clips to retain mittens/gloves; adjustable, water-resistant powder skirt; working compass; 10K/10K 220gm body, 160gm sleeve, 80gm hood",
"Title: Tbaok Women's 2022 Fashion Winter Coat Long Sleeve Lapel Zip Up Faux Shearling Shaggy Loose Shacket Jacket Descripion: Womens Ladies Warm Faux Furry Coat Jacket Winter Solid Turn Down Collar Zipper Outerwear 🌟Features: 1.lightweight soft fabric for a comfortable feminine ,easy to wear,no wrinkles. 2.It is made of high quality materials,durable enought for your daily wearing. 3.Special design make you more attractive. 4.Choose it,show your energy. 🌟Product information: ★Gender:Women ★Occasion:Daily,Casual,Party ★Material:Polyester ★Clothing Length:Long ★Pattern Type:Solid ★Style:Fashion ★Collar:Turn down Collar ★Sleeve Length:Short 🌟Package include:1PC Women Coat 🌟Note： Please compare the detail sizes with yours before you buy!!! Colors may be slightly different depending on computer and monitor settings Please allow 1-3cm differs due to manual measurement, thanks (All measurement in cm and please note 1cm=0.39inch ❤Black Fridays Deals 2022 ❤ 🎄🎄 New Releases Women's 2022 Fashion Winter Lapel Coat Deals of the Day Clearance On Sale.🐾WE USE ASIAN SIZING AND RUN SMALL! WE RECOMMEND ORDERING ONE SIZE UP!🐾 If you have any questions, please contact us and we will get back to you within 24 hours! 30 day free return policy.❤❤ Imported Zipper closure Hand Wash Only ♛MATERIAL: This Sherpa Jacket Is Made Of Super-Soft And Double-Fleeced Fabric, Bringing You Ultimate Cozy Wearing Experience, Perfect Choice For Fall Or Winter ♛FEATURES DESIGN: Long Sleeve Sherpa Jackets/ Lapel Zipper Winter Coats/ Double-Side Faux Fur Coat/ Two Side Pockets Jacktes/ Womens Fall Fashion 2022/ Boyfriend Style Oversized Jackets/ Fuzzy Fleece Shearling Coats/ Fluffy And Shaggy Sherpa Jacket/ Collared Teddy Bear Coat/ Winter Clothes For Women/ Shacket Jacket Women ♛MATCH TIPS And OCCASIONS: This Faux Shearling Coat Is Easy To Match, You Can Match With T-Shirt, Jeans, Leggings, Dress For Graceful Looks. The Fuzzy Faux Fur Teddy Jacket Suits For Any Outdoor And Indoor Activities ♛UNIQUE HIGHLIGHT: The Fuzzy Teddy Bear Fall Jackets Keep You Away From Cold While Looks More Chic. The Faux Fur Winter Coat Has Stand Collar, Cool And Stylish. The Womens Shacket Jacket Always Trendy, The Fashion Outfit In This Fall And Winter ♛FASHION STYLE: This Baggy Sherpa Shacket Jacket Has Two Side Pockets, Enough To Carry Phone Or More. The Fleeced Material Let You Enjoy Comfy Touch, Friendly To Skin. The Classic Lapel Zipper Design Make You Easily Put On And Take Off. The Shearling Fluffy Winter Shacket Jacket Looks More Gorgeous"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
