How to use mrm8488/distilbert-base-matryoshka-sts with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("mrm8488/distilbert-base-matryoshka-sts") sentences = [ "A woman is dancing.", "Women are dancing.", "A toddler walks down a hallway.", "Shinzo Abe is Japan's prime minister" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
