How to use mananthakris/e5-base-ft-abo with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("mananthakris/e5-base-ft-abo") sentences = [ "query: shoes find simple closed toe ballet flats brown 4 uk 37 eu", "passage: nan find. nan Brown find. Simple Closed Toe Ballet Flats, Brown (Brown Brown), 4 UK (37 EU) nan BALLET-S-1A-1 SHOES Ballet Flat nan GB Amazon amazon.co.uk nan nan Ballet-s #43302E nan 2019 nan nan nan nan a pair of leopard print flats", "passage: nan Amazon Brand - Solimo 3D Printed Hard Back Case Mobile Cover for Gionee Marathon M5 lite Easy to put & take off with perfect cutouts for volume buttons, audio & charging ports. Stylish design and appearance, express your unique personality. Extreme precision design allows easy access to all buttons and ports while featuring raised bezel to life screen and camera off flat surface. Slim Hard Back Cover No Warranty Others Amazon Brand - Solimo Designer Tree Trunk 3D Printed Hard Back Case Mobile Cover for Gionee Marathon M5 lite 50 gz8215-SL40467 CELLULAR_PHONE_CASE nan mobile cover back cover mobile case phone case mobile panel phone panel Huawei mobile case Huawei phone cover Huawei back case honor cases honor cover mobile cover back cover mobile case phone case mobile panel phone panel hard case 3D printed mobile cover mobile cover back cover mobile case phone case mobile panel phone panel hard case 3D printed mobile cover mobile cover back cover mobile case phone case mobile panel phone panel hard case 3D printed mobile cover mobile cover back cover mobile case phone case mobile panel phone panel hard case 3D printed mobile cover mobile cover back cover mobile case phone case mobile panel phone panel hard case 3D printed mobile cover mobile cover back cover mobile case phone case mobile panel phone panel hard case 3D printed mobile cover mobile cover back cover mobile case phone case mobile panel phone panel hard case 3D printed mobile cover mobile cover back cover mobile case phone case mobile panel phone panel hard case 3D printed mobile cover mobile cover back cover mobile case phone case mobile panel phone panel hard case 3D printed mobile cover mobile cover back cover mobile case phone case mobile panel phone panel hard case 3D printed mobile cover mobile cover back cover mobile case phone case mobile panel phone panel hard case 3D printed mobile cover mobile cover back cover mobile case phone case mobile panel phone panel hard case 3D printed mobile cover mobile cover back cover mobile case phone case mobile panel phone panel hard case 3D printed mobile cover mobile cover back cover mobile case phone case mobile panel phone panel hard case 3D printed mobile cover IN Amazon amazon.in 12710103031 /Categories/Mobiles & Accessories/Mobile Accessories/Cases & Covers/Back & Bumper Cases nan Gionee Marathon M5 lite nan nan nan nan nan nan nan the tree back cover for sony xp", "passage: nan find. nan Brown find. Simple Closed Toe Ballet Flats, Brown (Brown Brown), 4 UK (37 EU) nan BALLET-S-1A-1 SHOES Ballet Flat nan GB Amazon amazon.co.uk nan nan Ballet-s #43302E nan 2019 nan nan nan nan a pair of leopard print flats" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
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