Model: PrabalAryal/Sentence_Transformer_v0.0.4
Author: PrabalAryal
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:68828, 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:68828, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
widget: source_sentence: Men is de toegangssleutels verloren
sentences: De centrale verwarming, niet dringend, Weg, source_sentence: De bovenste constructie
sentences: Voldoende warm water in de hele woning, daklekkage, lek in kraan, source_sentence: De box in het souterrain
sentences: Vloer, lift niet, Nood uitgang, source_sentence: balkon
sentences: de brievenbus, uitgang garage dicht, afvoer de douche, source_sentence: De deur naar de kelderboxen is stuk
sentences: deur met dranger, De beugel om de plek vrij te houden, kelderboxen deur
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: 0.982086820083682
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.733125627040863
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.9821498371335505
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.733125627040863
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.9787068293949623
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9856171548117155
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9972864020390366
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.964197674565882
name: Cosine Mcc
verified: no
Likes: 0 | All-time downloads: 70
Created: 2025-11-17 05:57:15