sentence-transformers How to use oneryalcin/financial-filings-sparse-encoder-v1 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("oneryalcin/financial-filings-sparse-encoder-v1")
sentences = [
"The weather is lovely today.",
"It's so sunny outside!",
"He drove to the stadium."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [3, 3] 
