sentence-transformers How to use yahyaabd/allstats-semantic-mpnet-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("yahyaabd/allstats-semantic-mpnet-v2")
sentences = [
"Berapa persen kenaikan Indeks Harga Perdagangan Besar (IHPB) Umum Nasional pada bulan April 2021?",
"Statistik Kriminal 2023",
"Ekonomi Indonesia Triwulan I-2021 turun 0,74 persen (y-on-y)",
"Survei Biaya Hidup (SBH) 2018 Ambon dan Tual"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
