How to use srikarvar/multilingual-e5-small-pairclass-contrastive with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("srikarvar/multilingual-e5-small-pairclass-contrastive") sentences = [ "Biography of Queen Elisabeth II", "Biography of Queen Elisabeth I", "What are the ingredients of a pizza?", "When was the Declaration of Independence signed?" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
