sentence-transformers How to use yahyaabd/allstats-ir-mpnet-base-v1 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("yahyaabd/allstats-ir-mpnet-base-v1")
sentences = [
"Data triwulanan GDS, investasi non-fin, pinjaman neto pemerintah (triliun) 2010",
"Nilai Ekspor Menurut Pelabuhan Utama (Nilai FOB: juta US$) 2000-2023",
"Suhu Minimum, Rata-Rata, dan Maksimum di Stasiun Pengamatan BMKG (oC), 2011-2015",
"Nilai Ekspor Menurut Negara Tujuan Utama (Nilai FOB: juta US$), 2000-2023"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
