Model: RomainDarous/large_directOneEpoch_maxPooling_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 test
type: sts-test
metrics: type: pearson_cosine
value: 0.7692321507082782
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7754664383435602
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.744008191409292
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7432706720166963
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7776852512001898
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.76766489827043
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8314297687820957
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8277691429963476
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.6929213209527071
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7054612855633249
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7918682837845359
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7976160149852088
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8513155698871028
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8484524209199422
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7935251833509375
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7822969529870586
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7881663420573638
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7773593792885142
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7890643648864227
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7837157606570725
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 6
Created: 2025-03-23 13:36:17