How to use yahyaabd/allstats-semantic-base-v1 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("yahyaabd/allstats-semantic-base-v1") sentences = [ "data perempuan dan laki-laki di indonesia 2022", "Statistik Telekomunikasi Indonesia 2012", "Perkembangan Indeks Produksi Triwulanan Industri Mikro dan Kecil 2023", "Pada Agustus 2014, Jumlah wisman mencapai 826,8 ribu" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
