How to use FINGU-AI/FinguEm7b with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("FINGU-AI/FinguEm7b") sentences = [ "Awbere (woreda)", "Counterfeit Son is a 2000 novel by Elaine Marie Alphin and was written for young adults . It received a 2001 Edgar Award from the Mystery Writers of America for Best Young Adult Mystery . It is a psychological thriller .", "Awbere ( Awbarre ) , ( also known as Teferi Ber ) , is one of the woredas in the Somali Region of Ethiopia . Part of the Jijiga Zone , Awbere is bordered on the southwest by Jijiga , on the west by the Shinile Zone , on the east by Somalia , and on the southeast by Kebri Beyah . Towns in Awbere include Āwuberē , Derwonaji , Lefe Isa , and Sheed Dheer . High points in this woreda include Sau ( 1863 meters ) , near the international border .", "Aleksandra Delcheva (Bulgarian: Александра Делчева) (born April 11, 1987) is a Bulgarian volleyball player. She currently plays for Union Stade Français-Saint-Cloud Paris in France." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
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