Model: ostoveland/SBertBaseMittanbudver1
Author: ostoveland
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:96724, loss:TripletLoss, loss:MultipleNegativesRankingLoss, loss:CoSENTLoss, arxiv:1908.10084, arxiv:1703.07737, arxiv:1705.00652, base_model:NbAiLab/nb-sbert-base, base_model:finetune:NbAiLab/nb-sbert-base, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: NbAiLab/nb-sbert-base
Card metadata: base_model: NbAiLab/nb-sbert-base
library_name: sentence-transformers
metrics: cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:96724, loss:TripletLoss, loss:MultipleNegativesRankingLoss, loss:CoSENTLoss
widget: source_sentence: Fjerne 60 cm snø fra enebolig på 100 kvadratmeter
sentences: query: montere solskjerming inne, query: 150 meter grøfting, query: Snømåking på enebolig, 100 kvadratmeter, source_sentence: Renovering av bad
sentences: Asfaltere innkjørsel, Nye garasjeporter m/åpner, Totalrenovering av lite bad i Lillestrøm, source_sentence: Lite tilbygg til eksisterende bolig
sentences: Renovere bolig, Vi skal pusse opp kjøkken, Bygge tilbygg, source_sentence: Gulvlegging 6 kvm gang
sentences: Installere gulvvarme, Montering av 8  spotlights brannsikre  (4stk. på kjøket) og (2 stk i gangen), Legge parkett i gang, source_sentence: Fullføre utvendig forefallent arbeid
sentences: Bytte av vinduer i hus, elektriker på bolig på 120kvm, Renovere bad
model-index: name: SentenceTransformer based on NbAiLab/nb-sbert-base
results: task: type: triplet
name: Triplet
dataset: name: test triplet evaluation
type: test-triplet-evaluation
metrics: type: cosine_accuracy
value: 0.9859055673009162
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.016913319238900635
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.9844961240310077
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.9837914023960536
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.9859055673009162
name: Max Accuracy
verified: no
Likes: 1 | All-time downloads: 620
Created: 2024-06-24 12:25:36