How to use yahyaabd/paraphrase-multilingual-miniLM-L12-V2-mnrl-2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("yahyaabd/paraphrase-multilingual-miniLM-L12-V2-mnrl-2") sentences = [ "Laporan ringkasan aliran dana Indonesia 2007, dalam Rupiah", "Rata-rata Konsumsi dan Pengeluaran Perkapita Seminggu Menurut Komoditi Makanan dan Golongan Pengeluaran per Kapita Seminggu di Provinsi Kalimantan Selatan, 2018-2023", "Rata-rata Pendapatan Bersih Pekerja Bebas Menurut Provinsi dan Lapangan Pekerjaan Utama, 2019", "Ringkasan Neraca Arus Dana, 2007, (Miliar Rupiah)" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
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