sentence-transformers How to use wublewobble/classifier_12 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("wublewobble/classifier_12")
sentences = [
"Event: Marriage of Plum and Jade 梅玉配\nDescription: Marriage of Plum and Jade Since its establishment in 1953, Fujian Provincial Experimental Min Opera Theatre has produced numerous classic operas, such as Marriage of Plum and Jade . For more than 53 years, Fujian Provincial Experimental Min Opera Theatre has successfully staged performances in America, Australia, Malaysia, Indonesia, Singapore, Taiwan, Hong Kong and Macao; receiving accolades and recognition from the different sources. Many overseas Chinese regard the esteemed theatre troupe as a “Cultural Messenger”. Beyond a love story, the classic Min opera Marriage of Plum and Jade also shows us the courage against the fetter of feudal ethics and the pursuit of freedom and love. One day, a scholar named Xu Jinmei visited a temple in the capital city, where he met the daughter of a governor named Su Zhenyu. They fell in love at first sight. However, Miss Su was already betrothed to Zhou Yan, a frivolous and superficial man, whom she hated unceasingly. The opera escalates to a suspenseful climax with the dramatic performance of Su’s sister-in-law, Hong Fang. She brilliantly burned a building and declared that Miss Su died accidentally in the fire. Did Miss Su perish in the fire? Will the lovers have a happy ending? The Opera profoundly portrays the innovative and vibrant regional characteristics of the East. Through a popular comedic style of performance, one can enjoy the spirit and a feast of the arts. Let’s experience the elegancy and fastidiousness of the Min Opera, and witness the astounding not- to-be-missed show.\nVenue: Esplanade Theatre",
"Theatre : Opera-Asian",
"Dance : Salsa/Tango",
"Concert : Dance Party"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
