Model: PrabalAryal/Sentence_Transformer_v0.0.2
Author: PrabalAryal
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:33054, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, 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:33054, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
widget: source_sentence: Het communicatiesysteem of de belplaat
sentences: De (fietsen)berging, Donker, Zelf, source_sentence: Diverse huizen in het gebouw
sentences: Luifel, Er zit een scheur in de leiding, privé ketel, source_sentence: Appartement
sentences: De bewoners van de bovenliggende woning, De deur kan niet open door de sleutel binnen, Onveilig, source_sentence: afzuiging
sentences: lucht afvoer, trap, Transponder, source_sentence: Alle galerijverlichting is stuk
sentences: De verlichting van alle loopbruggen werkt niet, Toegangsdeur werkt niet, kelder water
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: Unknown
type: unknown
metrics: type: cosine_accuracy
value: 0.9624387588459444
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7545251846313477
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.9622744669218152
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7545251846313477
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.9665019220208677
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9580838323353293
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9911056236618512
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.9249126010042477
name: Cosine Mcc
verified: no
Likes: 0 | All-time downloads: 16
Created: 2025-11-13 11:17:58