Model: yahyaabd/paraphrase-multilingual-miniLM-L12-V2-mnrl
Author: yahyaabd
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:10998, 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:10998, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
widget: source_sentence: Laporan neraca arus dana dalam Rupiah miliar untuk Q2 2011
sentences: Ringkasan Neraca Arus Dana, Triwulan II, 2011*), (Miliar Rupiah), Tingkat Inflasi Harga Konsumen Nasional Tahun Kalender (Y-to-D) 1 (2022=100), Jumlah Pendapatan Setelah Pajak Menurut Golongan Rumah Tangga (miliar rupiah), 2000, 2005, dan 2008, source_sentence: Pinjaman bank umum Rp  valas dan BPR Rp ke pihak nonbank data historis sampai 2022
sentences: Rata-rata Upah/Gaji Bersih Sebulan Buruh/Karyawan/Pegawai Menurut Pendidikan Tertinggi yang Ditamatkan dan Jenis Pekerjaan Utama, 2023, Posisi Kredit/Pembiayaan (Rupiah dan Valuta Asing) pada Bank Umum Menurut Kelompok Bank dan BPR/BPR Syariah (Rupiah) kepada Pihak Bukan Bank (miliar rupiah), 2014-2023, Rata-rata Konsumsi dan Pengeluaran Perkapita Seminggu Menurut Komoditi Makanan dan Golongan Pengeluaran per Kapita Seminggu di Provinsi Sulawesi Barat, 2018-2023, source_sentence: Infant mortality rate Indonesia per kabupaten/kota tahun 2020
sentences: Rata-rata Pendapatan bersih Berusaha Sendiri menurut Provinsi dan Pendidikan yang Ditamatkan, 2023, Rekapitulasi Luas Penutupan Lahan Hutan dan Non Hutan Menurut Provinsi Tahun 2014-2022 (Ribu Ha), Angka Kematian Bayi/AKB (Infant Mortality Rate/IMR) Hasil Long Form SP2020 Menurut Provinsi/Kabupaten/Kota, 2020, source_sentence: Berapa pendapatan bulanan ratarata pengusaha di Indonesia Data per lokasi bedah sektor 2024
sentences: Bongkar Muat Barang Antar Pulau dan Luar Negeri di Pelabuhan Indonesia Tahun 1988-2022 (Ribu ton), Persentase Rumah Tangga Menurut Provinsi dan Kepemilikan Kendaraan Bermotor, 2013-2014, Rata-rata Pendapatan Bersih Berusaha Sendiri Menurut Provinsi dan Lapangan Pekerjaan Utama, 2024, source_sentence: Informasi lengkap dan terbaru mengenai statistik edukasi
sentences: Struktur Ongkos Riil Usaha Ternak dan Unggas di Rumah Tangga dengan Pola Pemeliharaan Dikandangkan, 2017, Rata-rata Pendapatan Bersih Berusaha Sendiri Menurut Provinsi dan Kelompok Umur (ribu rupiah), 2018, Statistik Pendidikan Tahunan
datasets: yahyaabd/statictable-triplets-all
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@1, cosine_ndcg@3, cosine_ndcg@5, cosine_ndcg@10, cosine_mrr@1, cosine_mrr@3, cosine_mrr@5, cosine_mrr@10, cosine_map@1, cosine_map@3, 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: 0.8925081433224755
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9771986970684039
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9869706840390879
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9869706840390879
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.8925081433224755
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.36156351791530944
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.23973941368078175
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.14039087947882736
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6961777129045098
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7776356114915524
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7977683511824669
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8201630660998387
name: Cosine Recall@10
verified: no, type: cosine_ndcg@1
value: 0.8925081433224755
name: Cosine Ndcg@1
verified: no, type: cosine_ndcg@3
value: 0.8389565304631343
name: Cosine Ndcg@3
verified: no, type: cosine_ndcg@5
value: 0.832479411757795
name: Cosine Ndcg@5
verified: no, type: cosine_ndcg@10
value: 0.8286733101806188
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@1
value: 0.8925081433224755
name: Cosine Mrr@1
verified: no, type: cosine_mrr@3
value: 0.9321389793702496
name: Cosine Mrr@3
verified: no, type: cosine_mrr@5
value: 0.9344191096634094
name: Cosine Mrr@5
verified: no, type: cosine_mrr@10
value: 0.9344191096634094
name: Cosine Mrr@10
verified: no, type: cosine_map@1
value: 0.8925081433224755
name: Cosine Map@1
verified: no, type: cosine_map@3
value: 0.7984980094100614
name: Cosine Map@3
verified: no, type: cosine_map@5
value: 0.7862034020991676
name: Cosine Map@5
verified: no, type: cosine_map@10
value: 0.777381598676387
name: Cosine Map@10
verified: no, type: cosine_accuracy@1
value: 0.8892508143322475
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9706840390879479
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9869706840390879
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.996742671009772
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.8892508143322475
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.38219326818675353
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.26970684039087944
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.16840390879478828
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.668115337915246
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7612118065037174
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7949151028629298
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8140833650229253
name: Cosine Recall@10
verified: no, type: cosine_ndcg@1
value: 0.8892508143322475
name: Cosine Ndcg@1
verified: no, type: cosine_ndcg@3
value: 0.8449263664189094
name: Cosine Ndcg@3
verified: no, type: cosine_ndcg@5
value: 0.8452892061531435
name: Cosine Ndcg@5
verified: no, type: cosine_ndcg@10
value: 0.8373513001740243
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@1
value: 0.8892508143322475
name: Cosine Mrr@1
verified: no, type: cosine_mrr@3
value: 0.9272529858849076
name: Cosine Mrr@3
verified: no, type: cosine_mrr@5
value: 0.9309989142236698
name: Cosine Mrr@5
verified: no, type: cosine_mrr@10
value: 0.9321971459593608
name: Cosine Mrr@10
verified: no, type: cosine_map@1
value: 0.8892508143322475
name: Cosine Map@1
verified: no, type: cosine_map@3
value: 0.807365182772349
name: Cosine Map@3
verified: no, type: cosine_map@5
value: 0.7989051755338401
name: Cosine Map@5
verified: no, type: cosine_map@10
value: 0.7835825663960843
name: Cosine Map@10
verified: no
Likes: 0 | All-time downloads: 17
Created: 2025-03-19 01:54:13