Model: yahyaabd/allstats-semantic-search-model-v1
Author: yahyaabd
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:212917, loss:CosineSimilarityLoss, dataset:yahyaabd/allstats-semantic-search-synthetic-dataset-v1, arxiv:1908.10084, base_model:sentence-transformers/paraphrase-multilingual-mpnet-base-v2, base_model:finetune:sentence-transformers/paraphrase-multilingual-mpnet-base-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/paraphrase-multilingual-mpnet-base-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:212917, loss:CosineSimilarityLoss
base_model: sentence-transformers/paraphrase-multilingual-mpnet-base-v2
widget: source_sentence: statistik neraca arus dana indonesia
sentences: Statistik Kelapa Sawit Indonesia 2012, Distribusi Perdagangan Komoditas Kedelai Indonesia 2023, Data Runtun Statistik Konstruksi 1990-2010, source_sentence: Seberapa besar kenaikan produksi IBS pada Triwulan IV Tahun 2013 dibandingkan Triwulan IV Tahun Sebelumnya?
sentences: Pertumbuhan PDB 2013 Mencapai 5,78 Persen, Statistik Komuter Gerbangkertosusila Hasil Survei Komuter Gerbangkertosusila 2017, Statistik Penduduk Lanjut Usia Provinsi Jawa Timur 2010-Hasil Sensus Penduduk 2010, source_sentence: Penduduk Papua: migrasi 2015
sentences: Rata-rata Upah/Gaji Bersih sebulan Buruh/Karyawan Pegawai Menurut Pendidikan Tertinggi dan jenis pekerjaan utama, 2019, Statistik Pemotongan Ternak 2010 dan 2011, Statistik Harga Produsen Pertanian Sub Sektor Tanaman Pangan, Hortikultura dan Perkebunan Rakyat 2010, source_sentence: statistik konstruksi 2022
sentences: Studi Modal Sosial 2006, BRS upah buruh agustus 2018, Statistik Perdagangan Luar Negeri Indonesia Ekspor 2006 vol 1, source_sentence: Statistik ekspor Indonesia Maret 2202
sentences: Produk Domestik Bruto Indonesia Triwulanan 2006-2010, Indeks Perilaku Anti Korupsi (IPAK) Indonesia 2023 sebesar 3,92, menurun dibandingkan IPAK 2022, Buletin Statistik Perdagangan Luar Negeri Ekspor Menurut HS, Januari 2023
datasets: yahyaabd/allstats-semantic-search-synthetic-dataset-v1
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
model-index: name: SentenceTransformer based on sentence-transformers/paraphrase-multilingual-mpnet-base-v2
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: allstats semantic search v1 dev
type: allstats-semantic-search-v1-dev
metrics: type: pearson_cosine
value: 0.9894566758405579
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.9072484378842124
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: allstat semantic search v1 test
type: allstat-semantic-search-v1-test
metrics: type: pearson_cosine
value: 0.9895284407960067
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.9074137706349162
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 9
Created: 2025-01-03 06:13:59