sentence-transformers How to use FINGU-AI/Fingu-instruct-2 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("FINGU-AI/Fingu-instruct-2", trust_remote_code=True)
sentences = [
"Instruct: Given a web search query, retrieve relevant passages that answer the query.\nQuery: Glay",
"The Theory of Good and Evil is a 1907 book about ethics by the English philosopher Hastings Rashdall, in which the author expounds a theory he calls \"ideal utilitarianism\". It has been seen as Rashdall's most important philosophical work.",
"GLAY is a Japanese rock band , formed in Hakodate in 1988 . Glay primarily composes songs in the rock and pop genres , but they have also arranged songs using elements from a wide variety of genres , including punk , electronic , R&B , progressive rock , folk , reggae , gospel , and ska . Originally a visual kei band , the group slowly shifted to less dramatic attire through the years . As of 2008 , Glay had sold an estimated 51 million records ; 28 million singles and 23 million albums , making them one of the top ten best-selling artists of all time in Japan .",
"Aashirwad is a 1968 Bollywood film , directed by Hrishikesh Mukherjee . The film stars Ashok Kumar and Sanjeev Kumar . The film is notable for its inclusion of a rap-like song performed by Ashok Kumar , `` Rail Gaadi '' ."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
