How to use yahyaabd/allstats-semantic-search-mini-model-v2-2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("yahyaabd/allstats-semantic-search-mini-model-v2-2") sentences = [ "Data SBH tahun 2012 di Mamuju", "Buletin Statistik Perdagangan Luar Negeri Ekspor Menurut Harmonized System November 2013", "SBH 2012 - Mamuju", "IHK di 66 Kota di Indonesia 2013" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
