How to use smartcat/SRBedding-base-distilled-v1 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("smartcat/SRBedding-base-distilled-v1") sentences = [ "The virus of the October Revolution spread over the Kingdom too.", "Webinar: Rad od kuće - rizici i izazovi za poslodavce u Srbiji (Video) - TSG", "Zbog toga i uprkos savetima prijatelja koji mu predviđaju neuspeh, odluči da da otputuje u mesto svoje izabranice, u srce zemlje Baska, kako bi je ubedio da je ona ljubav njegovog života i da je on pravi čovek za nju.", "Virus Oktobarske revolucije zahvatio je i Kraljevinu." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
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