Model: yahyaabd/allstats-search-miniLM-v1-7
Author: yahyaabd
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:110773, loss:ContrastiveLoss, dataset:yahyaabd/query-pos-neg-doc-pairs-statictable, 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:110773, loss:ContrastiveLoss
base_model: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
widget: source_sentence: average monthly net wage/salary, employees, by province and occupation (rupiah), 2018
sentences: [Seri 2000] Laju Pertumbuhan PDB Triwulanan Atas Dasar Harga Konstan 2000 Terhadap Triwulan Sebelumnya, 2001-2014, IHK dan Rata-rata Upah per Bulan Buruh Industri di Bawah Mandor (Supervisor), 2012-2014 (2012=100), Rata-rata Upah/Gaji Bersih Sebulan Buruh/Karyawan/Pegawai Menurut Kelompok Umur dan Lapangan Pekerjaan Utama di 9 Sektor (Rupiah), 2017, source_sentence: data belanja dan konsumsi per orang di jambi, 2020: fokus pada makanan dan tingkat pengeluaran
sentences: Rata-rata Konsumsi dan Pengeluaran Perkapita Seminggu Menurut Komoditi Makanan dan Golongan Pengeluaran per Kapita Seminggu di Provinsi Sulawesi Tenggara, 2018-2023, Rata-rata Pendapatan Bersih Pekerja Bebas Menurut Provinsi dan Pendidikan Tertinggi yang Ditamatkan (ribu rupiah), 2017, Rata-rata Konsumsi dan Pengeluaran Perkapita Seminggu Menurut Komoditi Makanan dan Golongan Pengeluaran per Kapita Seminggu di Provinsi Jawa Timur, 2018-2023, source_sentence: ALIRAN DANA RUPIAH: Q1 2008
sentences: Sistem Neraca Sosial Ekonomi Indonesia Tahun 2022 dalam Format SNA 1968 (65x65), Rata-rata Upah/Gaji Bersih Sebulan Buruh/Karyawan/Pegawai Menurut Provinsi dan Jenis Pekerjaan Utama, 2024, Impor Besi dan Baja Menurut Negara Asal Utama, 2017-2023, source_sentence: Aliran Wdana Rupiah: Q1 2008
sentences: Ekspor Karet Remah Menurut Negara Tujuan Utama, 2012-2023, Rata-rata Upah/Gaji Bersih Sebulan Buruh/Karyawan/Pegawai Menurut Kelompok Umur dan Lapangan Pekerjaan Utama di 17 Sektor (Rupiah), 2018, Sistem Neraca Sosial Ekonomi Indonesia Tahun 2022 dalam Format SNA 1968 (65x65), source_sentence: Aliran dana Rupiah: Q1 2008
sentences: Ringkasan Neraca Arus Dana, Triwulan II, 2011*), (Miliar Rupiah), Ringkasan Neraca Arus Dana, 2012 (Miliar Rupiah), IHK dan Rata-rata Upah per Bulan Buruh Industri di Bawah Mandor (Supervisor), 2012-2014 (2012=100)
datasets: yahyaabd/query-pos-neg-doc-pairs-statictable
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap, cosine_mcc
model-index: name: SentenceTransformer based on sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
results: task: type: binary-classification
name: Binary Classification
dataset: name: allstats semantic mini v1 test
type: allstats-semantic-mini-v1_test
metrics: type: cosine_accuracy
value: 0.9678628590683177
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7482147812843323
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.9677936769237264
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7444144487380981
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.9595714405290031
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.976158038147139
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9921512853632306
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.9358669477790009
name: Cosine Mcc
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: allstats semantic mini v1 dev
type: allstats-semantic-mini-v1_dev
metrics: type: cosine_accuracy
value: 0.9678491772924294
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7902499437332153
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.9673587968896863
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7874833345413208
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.9616887529731566
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9730960976448341
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9930288231258318
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.9357491510325107
name: Cosine Mcc
verified: no
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Created: 2025-02-28 15:03:48