Model: yahyaabd/allstats-semantic-mpnet-v1
Author: yahyaabd
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:73392, loss:CosineSimilarityLoss, dataset:yahyaabd/bps-semantic-pairs-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:73392, loss:CosineSimilarityLoss
base_model: sentence-transformers/paraphrase-multilingual-mpnet-base-v2
widget: source_sentence: Berapa persen kenaikan Indeks Harga Perdagangan Besar (IHPB) Umum Nasional pada bulan April 2021?
sentences: Statistik Kriminal 2023, Ekonomi Indonesia Triwulan I-2021 turun 0,74 persen (y-on-y), Survei Biaya Hidup (SBH) 2018 Ambon dan Tual, source_sentence: Usaha pertanian sampingan di Indonesia tahun 2022
sentences: Analisis Hasil Survei Dampak Covid-19 Terhadap Pelaku Usaha, Direktori Usaha Pertanian Lainnya 2022, EksporImpor September 2018, source_sentence: Pertumbuhan industri Indonesia 2006-2009
sentences: Pertumbuhan Produksi IBS Triwulan III 2019 Naik 4,35 Persen, Indikator Ekonomi April 2000, Perkembangan Indeks Produksi Industri Besar dan Sedang 2006 - 2009, source_sentence: Sensus ekonomi Kalbar 2016: data usaha
sentences: Pertumbuhan ekonomi Indonesia tahun 2022, Buletin Statistik Perdagangan Luar Negeri Impor November 2017, Data jumlah wisatawan mancanegara 2019, source_sentence: Direktori perusahaan pengelola hutan 2015
sentences: Buletin Statistik Perdagangan Luar Negeri Ekspor Menurut Kelompok Komoditi dan Negara, April 2017, Direktori Perusahaan Kehutanan 2015, Indeks Pembangunan Manusia (IPM) Indonesia tahun 2024 mencapai 75,02, meningkat 0,63 poin atau 0,85 persen dibandingkan tahun sebelumnya yang sebesar 74,39.
datasets: yahyaabd/bps-semantic-pairs-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 mpnet v1 eval
type: allstats-semantic-mpnet-v1-eval
metrics: type: pearson_cosine
value: 0.9721680353379998
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8769707416598509
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: allstat semantic mpnet v1 test
type: allstat-semantic-mpnet-v1-test
metrics: type: pearson_cosine
value: 0.9714701009323166
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8696530606326947
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 11
Created: 2025-01-13 05:51:51