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]
