How to use KhaledReda/all-MiniLM-L6-v37-pair_score with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("KhaledReda/all-MiniLM-L6-v37-pair_score") sentences = [ "yellow cup", "cropped blazer, wool blazer cotton blazer gold button blazer button blazer zipper blazer blazer, blazer, gender women three fifty nine generic blazer xs closure style concealed zipper cut cropped wool cotton country of origin egypt fashion style cropped, cropped blazer in sensesional custom developed wool cotton blend fabric embellished with 1 metal gold button wool cotton blend concealed zipper fastening recommended care instruction dry clean size chart x-small bust 96 cm waist 85 cm length 43 cm small bust 100 cm waist 88 cm length 44 cm medium bust 104 cm waist 90 cm length 44.5 cm large bust 108 cm waist 94 cm length 44.5 cm", "500 bike chain tool, bike chain tool chain repair tool chain removal tool bike chain repair kit cycling bicycle chain tool bike tool chain tool, bicycle chain tool bike chain tool bike tool chain tool, designed for removing and repairing your bike chain. compatible with 1 to 11-speed chains. remove and repair your bike chain.this bike chain tool is compatible with 1 to 11-speed chains. be careful not compatible with reinforced chains .", "minya long sleeves, henley tshirt men tshirt cotton tshirt fabric tshirt basic tshirt cottonball collection long sleeves tshirt minya tshirt tshirt jersi long sleeves jersi long sleeves t shirt minya jersi minya t shirt t shirt, long sleeves tshirt minya tshirt tshirt jersi long sleeves jersi long sleeves t shirt minya jersi minya t shirt t shirt, gender men cotton ball generic t-shirt minya xs features basic neckline henley sleeve style long cotton black season winter, basic long sleeve henley t-shirt for men available in cotton fabric size chart measurements xs s m l xl xxl 1/2 chest width 46 48.5 51 54 57 60 length 68.0 69" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
