sentence-transformers How to use SMARTICT/bge-base-financial-matryoshka with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("SMARTICT/bge-base-financial-matryoshka")
sentences = [
"Item 8 includes Financial Statements and Supplementary Data.",
"What does the FDA label update for Yescarta include as of the latest approval?",
"What information can be found in Item 8 of a document?",
"When does the Company's fiscal year end?"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
