Model: yahyaabd/paraphrase-multilingual-miniLM-L12-V2-ocl
Author: yahyaabd
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:37302, loss:OnlineContrastiveLoss, dataset:yahyaabd/statictable-pair-class, arxiv:1908.10084, 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:37302, loss:OnlineContrastiveLoss
base_model: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
widget: source_sentence: Pekerja 15+ Berdasarkan Status Pekerjaan & Pendidikan, 1997-2007
sentences: Indeks Harga Konsumen Menurut Kelompok Pengeluaran, 2020-2023, Rata-rata Konsumsi dan Pengeluaran Perkapita Seminggu Menurut Komoditi Makanan dan Golongan Pengeluaran per Kapita Seminggu di Provinsi Riau, 2018-2023, Posisi Utang Luar Negeri Pemerintah dan Bank Sentral Menurut Kategori Kreditor dan Persyaratan Kredit (juta US$), 2005-2015, source_sentence: Data jumlah sekolah, guru, dan murid SMA (di bawah Kemendikbud) per provinsi, tahun ajaran 2014/2015
sentences: Rata-rata Pendapatan Bersih Pekerja Bebas Menurut Provinsi dan Kelompok Umur, 2020, Jumlah Sekolah, Guru, dan Murid Sekolah Menengah Atas (SMA) di Bawah Kementrian Pendidikan dan Kebudayaan Menurut Provinsi 2011/2012-2015/2016, Kecepatan Angin dan Kelembaban di Stasiun Pengamatan BMKG, 2011-2015, source_sentence: CARI INFO PENGELUARAN MAKANAN MASYARAKAT MALUKU PER MINGGU (2021), BEDAKAN BERDASARKAN TINGKAT PENGELUARAN
sentences: Rata-rata Pendapatan bersih Berusaha Sendiri menurut Provinsi dan Pendidikan yang Ditamatkan, 2021, Anggaran Pendapatan dan Belanja Negara (miliar rupiah), 2007-2015, Pinjaman Investasi Bank-Bank Umum dalam Rupiah Menurut Sektor Ekonomi (miliar rupiah), 2000 - 2016, source_sentence: Data kredit investasi dari bank umum dalam rupiah, dipilah per sektor ekonomi, tahun 2017
sentences: Rata-rata Harga Valuta Asing Terpilih menurut Provinsi, 2014, Angka Harapan Hidup Penduduk Beberapa Negara (tahun), 1995-2015, Ringkasan Neraca Arus Dana, Triwulan II, 2015***), (Miliar Rupiah), source_sentence: DATA HARIAN DEBIT, KETINGGIAN, DAN VOLUME AIR SUNGAI DENGAN DAERAH ALIRAN SUNGAI DI ATAS 100 KM2, TAHUN 2015
sentences: Persentase Penduduk yang Berobat Jalan Sebulan Terakhir Menurut Provinsi, dan Tempat/Cara Berobat, 2009-2023, Ringkasan Neraca Arus Dana, Triwulan IV, 2009, (Miliar Rupiah), Ringkasan Neraca Arus Dana, Triwulan III, 2014**), (Miliar Rupiah)
datasets: yahyaabd/statictable-pair-class
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: 0.7947882736156352
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9381107491856677
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9739413680781759
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.993485342019544
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7947882736156352
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3517915309446254
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.24039087947882734
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1485342019543974
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6248816550307718
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7493862953650791
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7882085176536036
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8351631963359976
name: Cosine Recall@10
verified: no, type: cosine_ndcg@1
value: 0.7947882736156352
name: Cosine Ndcg@1
verified: no, type: cosine_ndcg@3
value: 0.7878034166902214
name: Cosine Ndcg@3
verified: no, type: cosine_ndcg@5
value: 0.7922646756087485
name: Cosine Ndcg@5
verified: no, type: cosine_ndcg@10
value: 0.7999189820132521
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@1
value: 0.7947882736156352
name: Cosine Mrr@1
verified: no, type: cosine_mrr@3
value: 0.8610206297502716
name: Cosine Mrr@3
verified: no, type: cosine_mrr@5
value: 0.8691639522258414
name: Cosine Mrr@5
verified: no, type: cosine_mrr@10
value: 0.8716289230132879
name: Cosine Mrr@10
verified: no, type: cosine_map@1
value: 0.7947882736156352
name: Cosine Map@1
verified: no, type: cosine_map@3
value: 0.7435758233803836
name: Cosine Map@3
verified: no, type: cosine_map@5
value: 0.7385559174809989
name: Cosine Map@5
verified: no, type: cosine_map@10
value: 0.7372318304810161
name: Cosine Map@10
verified: no
Likes: 0 | All-time downloads: 9
Created: 2025-03-18 05:07:20