Model: RomainDarous/large_directFourEpoch_additivePooling_noisedInit_stsModel
Author: RomainDarous
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:51741, loss:CoSENTLoss, de, en, es, fr, it, nl, pl, pt, ru, zh, dataset:PhilipMay/stsb_multi_mt, arxiv:1908.10084, 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: language: de, en, es, fr, it, nl, pl, pt, ru, zh
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:51741, loss:CoSENTLoss
base_model: sentence-transformers/paraphrase-multilingual-mpnet-base-v2
widget: source_sentence: Starsza para azjatycka pozuje z noworodkiem przy stole obiadowym.
sentences: Koszykarz ma zamiar zdobyć punkty dla swojej drużyny., Grupa starszych osób pozuje wokół stołu w jadalni., Możliwe, że układ słoneczny taki jak nasz może istnieć poza galaktyką., source_sentence: Englisch arbeitet überall mit Menschen, die Dinge kaufen und verkaufen, und in der Gastfreundschaft und im Tourismusgeschäft.
sentences: Ich bin in Maharashtra (einschließlich Mumbai) und Andhra Pradesh herumgereist, und ich hatte kein Problem damit, nur mit Englisch auszukommen., Ein griechischsprachiger Sklave (δούλος, doulos) würde seinen Herrn, glaube ich, κύριος nennen (translit: kurios; Herr, Herr, Herr, Herr; Vokativform: κύριε)., Das Paar lag auf dem Bett., source_sentence: Si vous vous comprenez et comprenez votre ennemi, vous aurez beaucoup plus de chances de gagner n'importe quelle bataille.
sentences: Outre les probabilités de gagner une bataille théorique, cette citation a une autre signification : l'importance de connaître/comprendre les autres., Une femme et un chien se promènent ensemble., Un homme joue de la guitare., source_sentence: Un homme joue de la harpe.
sentences: Une femme joue de la guitare., une femme a un enfant., Un groupe de personnes est debout et assis sur le sol la nuit., source_sentence: Dois cães a lutar na neve.
sentences: Dois cães brincam na neve., Pode sempre perguntar, então é a escolha do autor a aceitar ou não., Um gato está a caminhar sobre chão de madeira dura.
datasets: PhilipMay/stsb_multi_mt
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
model-index: name: SentenceTransformer based on sentence-transformers/paraphrase-multilingual-mpnet-base-v2
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts eval
type: sts-eval
metrics: type: pearson_cosine
value: 0.8423180648713237
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8595850000432059
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8420181975402647
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8630073561241816
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8405171361303234
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8594948677596693
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8375312155777364
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8583531749722014
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8397619344296936
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8592894281053397
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8302450119489335
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8477495437950113
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8403036335437926
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8618318944578455
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.838706056263606
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8574971366611375
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8413052113094718
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8611085200053895
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7456938524838218
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7483592546028903
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7237526314017121
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7169355021670776
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7669235794906317
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7631313253470643
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8298244150963187
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8324038122126458
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7166564070706897
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7227801582959456
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7855295239932334
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7934626158625494
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8386050236111093
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8275901416546908
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.779112011887379
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7729611139511264
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7878478906763803
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7846990470347196
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7882844791307567
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7878180406501333
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 44
Created: 2025-03-22 23:32:39