sentence-transformers 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] 
