How to use JulioSanchezD/bge-base-financial-matryoshka with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("JulioSanchezD/bge-base-financial-matryoshka") sentences = [ "The Health Services segment's revenues are primarily generated from the sale and managing of prescription drugs to eligible members in benefit plans maintained by clients.", "What online platforms does The Home Depot operate for its product offerings?", "How does the Company's Health Services segment generate most of its revenue?", "What are the various diversity, equity, and inclusion councils at AMC?" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
