Model: PrabalAryal/Sentence_Transformer_v0.0.3
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: Nee, het is een ander soort probleem, Sluiting, Alle lampen op de loopbruggen zijn kapot, source_sentence: Appartement
sentences: De bewoners van de bovenliggende woning, trap, Onveilig, source_sentence: afzuiging
sentences: lucht afvoer, weg rijden, Verloren, source_sentence: Buis
sentences: Zelf, De verlichting van alle loopbruggen werkt niet, Klem, source_sentence: De verlichting van de gang werkt niet
sentences: Donker, Het raamglas is gebroken, Vast
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: 0.9692433315187806
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7461047172546387
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.9689816085643701
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7461047172546387
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.9772978959025471
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.9608056614044638
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9924589219952974
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.9386203213441777
name: Cosine Mcc
verified: no
Likes: 0 | All-time downloads: 20
Created: 2025-11-13 11:41:47