Model: yahyaabd/allstats-semantic-mpnet
Author: yahyaabd
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:88250, loss:CosineSimilarityLoss, dataset:yahyaabd/allstats-semantic-dataset-v4, 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: base_model: sentence-transformers/paraphrase-multilingual-mpnet-base-v2
datasets: yahyaabd/allstats-semantic-dataset-v4
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:88250, loss:CosineSimilarityLoss
widget: source_sentence: Laporan ekspor Indonesia Juli 2020
sentences: Statistik Produksi Kehutanan 2021, Buletin Statistik Perdagangan Luar Negeri Ekspor Menurut HS, Juli 2020, Statistik Politik 2017, source_sentence: Bulan apa yang dicatat data kunjungan wisatawan mancanegara?
sentences: Indeks Tendensi Bisnis dan Indeks Tendensi Konsumen 2005, Data NTP bulan Maret 2022., Kunjungan wisatawan mancanegara pada Oktober 2023 mencapai 978,50 ribu kunjungan, naik 33,27 persen (year-on-year), source_sentence: Seberapa besar kenaikan upah nominal harian buruh tani nasional Januari 2016?
sentences: Keadaan Angkatan Kerja di Indonesia Mei 2013, Profil Pasar Gorontalo 2020, Tingkat pengangguran terbuka (TPT) Agustus 2024 sebesar 5,3%., source_sentence: Ringkasan data statistik Indonesia 1997
sentences: Statistik Upah 2007, Harga konsumen bbrp jenis barang kelompok perumahan 2005, Statistik Indonesia 1997, source_sentence: Pernikahan usia anak di Indonesia periode 2013-2015
sentences: Jumlah penduduk Indonesia 2013-2015, Indikator Ekonomi Desember 2006, Indeks Tendensi Bisnis dan Indeks Tendensi Konsumen 2013
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 mpnet eval
type: allstats-semantic-mpnet-eval
metrics: type: pearson_cosine
value: 0.9714169395957917
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8933550959155299
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: allstats semantic mpnet test
type: allstats-semantic-mpnet-test
metrics: type: pearson_cosine
value: 0.9723087139367028
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8932385415736595
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 9
Created: 2025-01-14 13:49:07