sentence-transformers 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] 
