Model: PrabalAryal/Sentence_Transformer_v0.0.1
Author: PrabalAryal
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:8884, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, 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:8884, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/paraphrase-multilingual-mpnet-base-v2
widget: source_sentence: De deur tussen twee kamers
sentences: Verschillende buren hebben hetzelfde probleem, Alle lampen in de gemeenschappelijke ruimtes, De scheidingsdeur, source_sentence: De individuele CV
sentences: Er komt geen water uit de kraan, De centrale waterkraan, Mijn eigen CV-installatie, source_sentence: De vloer- of wandtegels zitten niet vast
sentences: Het privé-buitenverblijf, Er zijn tegels losgekomen, Een auto staat in de weg om weg te rijden, source_sentence: Barst in het glas
sentences: De hele VvE, Vaststaan door een foutgeparkeerde auto, Er is goedkeuring, source_sentence: De sproeier van de douche
sentences: De deur naar buiten, Warmwatertankje in de keuken, De douchesproeier is kapot
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-mpnet-base-v2
results: task: type: binary-classification
name: Binary Classification
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy
value: 0.9908906882591093
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7341352105140686
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.9909547738693467
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7341352105140686
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.9840319361277445
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9979757085020243
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9955570949668978
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.9818799573285504
name: Cosine Mcc
verified: no
Likes: 0 | All-time downloads: 19
Created: 2025-11-13 09:15:48