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]
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