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]
