How to use cisco-ai/SecureBERT2.0-biencoder with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("cisco-ai/SecureBERT2.0-biencoder") sentences = [ "What is the primary responsibility of the Information Security Oversight Committee in an organization?", "Least privilege", "By searching for repeating ciphertext sequences at fixed displacements.", "Ensuring and supporting information protection awareness and training programs" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
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