sentence-transformers How to use ghost-beard-9942/multilingual-e5-base-custom-finetune with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("ghost-beard-9942/multilingual-e5-base-custom-finetune")
sentences = [
"query: Classic Curry Powder Mild 100g",
"passage: Products for personal hygiene, body care, grooming, and feminine/infant care — not household cleaning. Shampoo, Conditioner, Duschgel, Seife, Handseife, Körperlotion, Bodylotion. Zahnpasta, Zahnbürste, Mundwasser, Zahnseide. Deo, Deodorant, Antitranspirant, Parfüm, Rasierer, Rasiercreme, Aftershave. Tampons, Binden, Menstruationstasse, Windeln, Babyfeuchttücher, Babycreme. Sonnencreme, Lippenpflege, Gesichtscreme, Akne-Gel, Kondome. shampooing, gel douche, dentifrice, déodorant, champú, gel de ducha, pasta de dientes.",
"passage: Liquid fats, vinegars, and ready-made salad dressings used in cooking or as condiments. Olivenöl, Rapsöl, Sonnenblumenöl, Kokosöl, Sesamöl, Leinöl, Trüffelöl, Walnussöl. Apfelessig, Balsamico, Weinessig, Reisessig, Weißweinessig. Salatdressing, Caesar Dressing, Vinaigrette, Joghurt-Dressing. huile d'olive, vinaigre, vinaigrette, aceite de oliva, vinagre, aliño.",
"passage: Dry seasonings, herbs, spice blends, and stock products used to flavour cooking — not sauces or fresh herbs. Salz, Pfeffer, Paprikapulver, Chilipulver, Kreuzkümmel, Kurkuma, Curry, Zimt, Muskat, Koriander. Oregano, Basilikum, Thymian, Rosmarin, Lorbeer, Majoran, getrocknete Kräuter, Kräutermischungen. Gemüsebrühe, Hühnerbrühe, Rinderbrühe, Bouillon, Suppenwürze, Maggi, Knorr. épices, herbes séchées, bouillon, condiments, especias, hierbas, caldo."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
