sentence-transformers How to use yahyaabd/allstats-semantic-mpnet with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("yahyaabd/allstats-semantic-mpnet")
sentences = [
"Laporan ekspor Indonesia Juli 2020",
"Statistik Produksi Kehutanan 2021",
"Buletin Statistik Perdagangan Luar Negeri Ekspor Menurut HS, Juli 2020",
"Statistik Politik 2017"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
