How to use yahyaabd/allstats-semantic-search-model-v1-3-origin with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("yahyaabd/allstats-semantic-search-model-v1-3-origin") sentences = [ "Ringkasan data strategis BPS 2012", "Rata-rata Upah/Gaji Bersih Sebulan Buruh/Karyawan/Pegawai Menurut Provinsi dan Jenis Pekerjaan Utama, 2021", "Laporan Perekonomian Indonesia 2007", "Statistik Potensi Desa Provinsi Banten 2008" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
