Model: yahyaabd/paraphrase-multilingual-miniLM-L12-v2-mnrl-beir
Author: yahyaabd
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:967831, loss:MultipleNegativesRankingLoss, dataset:yahyaabd/statictable-triplets-all, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2, base_model:finetune:sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:967831, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
widget: source_sentence: Bagaimana rata-rata pengeluaran per orang untuk konsumsi menurut golongan rumah tangga di tahun 2000?
sentences: Rata-Rata Pengeluaran Konsumsi per Kapita Menurut Golongan Rumah Tangga (ribu rupiah), 2000, 2005, dan 2008, Rata-rata Upah/Gaji Bersih Sebulan Buruh/Karyawan/Pegawai Menurut Kelompok Umur dan Jenis Pekerjaan, 2024, Angka Kelahiran Hasil Long Form SP2020 Menurut Kelompok Umur Ibu (Age Spesific Fertility Rate/ASFR) dan Provinsi/Kabupaten/Kota, 2020, source_sentence: Harga rata-rata mata uang asing per provinsi di Indonesia 2011
sentences: Balita (0-59 Bulan) Menurut Status Gizi, Tahun 1998-2005, Laporan Survei Demografi dan Kesehatan Indonesia, Rata-rata Harga Valuta Asing Terpilih menurut Provinsi, 2011, source_sentence: Berapakah nilai total transaksi domestik atas harga dasar di tahun 2010?
sentences: Transaksi Domestik Atas Dasar Harga Dasar, 2010, Rata-Rata Pengeluaran per Kapita Sebulan Menurut Kelompok Barang (rupiah), 1998-2012, Nilai Impor Menurut Pelabuhan Utama (Nilai CIF: juta US$), 2017-2023, source_sentence: Data Indeks harga Konsumen dan Upah buruh perdagangan (bukan supervisor) per bulan, 2007 sbg basis, tahun 2013
sentences: Indeks Harga Konsumen Menurut Kelompok Pengeluaran, 2020-2023, Jumlah Pegawai Negeri Sipil Menurut Tingkat Kepangkatan dan Jenis Kelamin, 2004-2023, IHK dan Rata-rata Upah per Bulan Buruh Perdagangan di Bawah Mandor (Supervisor), 2007-2014 (2007=100), source_sentence: Bagaimana tren ekspor teh Indonesia ke berbagai negara tahun 2008?
sentences: Ekspor Teh Menurut Negara Tujuan Utama, 2000-2015, Ringkasan Neraca Arus Dana, Triwulan II, 2009, (Miliar Rupiah), Luas Kawasan Hutan dan Kawasan Konservasi Perairan Indonesia Berdasarkan Surat Keputusan Menteri Lingkungan Hidup dan Kehutanan, 2017-2022
datasets: yahyaabd/statictable-triplets-all
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@5, cosine_recall@10, cosine_ndcg@1, cosine_ndcg@5, cosine_ndcg@10, cosine_mrr@1, cosine_mrr@5, cosine_mrr@10, cosine_map@1, cosine_map@5, cosine_map@10
model-index: name: SentenceTransformer based on sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: bps statictable ir
type: bps-statictable-ir
metrics: type: cosine_accuracy@1
value: 0.36482084690553745
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@5
value: 0.6319218241042345
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7198697068403909
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.36482084690553745
name: Cosine Precision@1
verified: no, type: cosine_precision@5
value: 0.15895765472312703
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.10879478827361563
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.2757126386580449
name: Cosine Recall@1
verified: no, type: cosine_recall@5
value: 0.4927637796045504
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5743834981445058
name: Cosine Recall@10
verified: no, type: cosine_ndcg@1
value: 0.36482084690553745
name: Cosine Ndcg@1
verified: no, type: cosine_ndcg@5
value: 0.4403614432468728
name: Cosine Ndcg@5
verified: no, type: cosine_ndcg@10
value: 0.4644316620697185
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@1
value: 0.36482084690553745
name: Cosine Mrr@1
verified: no, type: cosine_mrr@5
value: 0.463897937024973
name: Cosine Mrr@5
verified: no, type: cosine_mrr@10
value: 0.4757871878393052
name: Cosine Mrr@10
verified: no, type: cosine_map@1
value: 0.36482084690553745
name: Cosine Map@1
verified: no, type: cosine_map@5
value: 0.3867571480275063
name: Cosine Map@5
verified: no, type: cosine_map@10
value: 0.3941938110749186
name: Cosine Map@10
verified: no
Likes: 0 | All-time downloads: 46
Created: 2025-03-18 05:44:03