sentence-transformers How to use knguyennguyen/mpnet_jacket4k_adjusted with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("knguyennguyen/mpnet_jacket4k_adjusted")
sentences = [
"a leather jacket for casual occasions and weekend trips for men",
"Title: Blazer Jackets for Women Business Casual Suit Coat Zipper Crop Cardigan Work Outfits Office Long Sleeve Boyfriend Blazers Descripion: [\"Blazer Jackets for Women Business Casual Suit Coat Zipper Crop Cardigan Work Outfits Office Long Sleeve Boyfriend Blazers/Women's Casual Blazers Open Front Long Sleeve Button Work Office Blazer Jacket\"\n '【 Feature:】'\n \"✨ Women blazer casual, open front cardigan jacket comes with long sleeve and label collar. ✨ Occasion: Women's lapel pocket blazer suit perfect for casual, daily life, work office, going out, night out, travel, vacation, holiday, spring, fall, winter, etc. ✨ Women's Casual Lightweight Open Front Cardigan is extremely comfortable! It can be dressed up for business or work, or dressed down for a casual look! Good quality and versatile!\"\n '【 Size Chart】'\n \"Size:S US:6 EU:36 Bust:98cm/38.58'' Sleeve:60cm/23.62'' Front Length:60cm/23.62'' Size:M US:8 EU:38 Bust:102cm/40.16'' Sleeve:61cm/24.02'' Front Length:61cm/24.02'' Size:L US:10 EU:40 Bust:106cm/41.73'' Sleeve:62cm/24.41'' Front Length:62cm/24.41'' Size:XL US:12 EU:42 Bust:110cm/43.31'' Sleeve:63cm/24.80'' Front Length:63cm/24.80''\"\n '❤️ Please Refer to Our Size Chart for Choosing Your Most Suitable Open Front Lapel Blazer Suit/Long Sleeves Buttons Work Suit/Flap Pockets Suit Outerwear Coat, Work Blazer Suit for Women/Basic Lapel Collar Blazer Jacket for Women.'\n \"❤️BDFCY'S SERVICE:\"\n '💕About Shipping: ✨ Standard Shipping: 8-15 Biz Days to Arrive ✨ Expedited Shipping: 3-5 Biz Days to Arrive 💕Guarantee: * We endeavors 100% customer satisfaction service and experience. * If you receive damaged or wrong items,please contact us, we will provide you a satisfactory solution asap, please rest assured to purchase.* If you are satisfied with our product or service,hope you can leave your positive message,thanks for your encouragement.']",
"Title: LZJDS Mens Wool Coats Casual Regular Fit Trenchcoats Double Collar Thick Winter Peacoats Mid-Length Jacket Overcoat Descripion: [\"★Mens trench coat autumn winter long jacket overcoat business woolen coat with double collar (removable) to resist the cold and keep warm. The fashion trend of woolen coat is becoming more and more fierce. The design of this coat provides a new standardMaterial: wool blend + polyester (30% wool 70% polyester fiber)Color: black, gray, camelSize: M-170, L-175, XL-180, XXL-185, XXXL-190, XXXXL-195Style: business gentlemanFeatures: thick, single-breasted, double-layer collar, side slit pockets★Packing list: 1*Men's thick windbreaker coat★Notes:1. Please carefully refer to our size suggestion pictures (not the Amazon size chart). The jacket is a slim fit, slightly smaller than expected2. We are trying to take a photo to show the color of the item, but it may be different depending on the settings of the monitor3. Due to long-distance transportation. The coat may be a little crumpled when delivered, we are glad that you can iron it before wearing it, it will look much better.\"]",
"Title: Men Brown Air Force A-2 Leather Flight Bomber Jacket - ww2 flight jacket - Men Navy G-1 Jacket - Brown Bomber leather Jacket Descripion: [\"The G1 Men leather jacket is a premium quality, vintage jacket designed to provide a rugged and stylish look for men. The G1Leather jacket is made of high-quality distressed leather that gives it a unique, worn-in appearance. The Distressed Brown leather jacket features a stylish collar with a button closure and a front zipper closure. The G1 Men jacket also comes with two spacious pockets on the front for storing your essentials. The Leather jacket Men' cuffs and hemline are made of rib-knit fabric, which provides a comfortable fit and protects against cold winds. The Brown Bomber jacket is a timeless classic that never goes out of style. It is perfect for casual occasions, such as a night out with friends or a weekend trip. This jacket will keep you looking stylish while also providing the warmth and comfort you need.\"]"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
