How to use stephanefschwarz/google-bert-MultipleNegativesRanking-loss with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("stephanefschwarz/google-bert-MultipleNegativesRanking-loss") sentences = [ "hapvida assistencia medica sa - coleta e vida imagem centro sao jose dos campos", "sao jose imag", "parokia gracas", "igreja evangelica assembleia de deus - igreja evangelica assembleia de deusbairro saramandaia" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
