How to use juanpablomesa/bge-base-financial-matryoshka with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("juanpablomesa/bge-base-financial-matryoshka") sentences = [ "The median home value in San Carlos, CA is $2,350,000.", "What does the console property of the WorkerGlobalScope interface provide access to?", "What is the last sold price and date for the property at 4372 W 14th Street Dr, Greeley, CO 80634?", "What is the median home value in San Carlos, CA?" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
