Model: RomainDarous/large_directOneEpoch_meanPooling_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: 0.839160972814513
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8653593436350002
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8459448858219184
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8712499847108706
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8318815527650262
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.862620877882646
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8391621300902697
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8639683153383816
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8322491627626545
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8593524638021285
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8370661934809471
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8624684833451439
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8387572548511733
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8652375243970731
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8420264507826961
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8619520905953627
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.836717073128047
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8593776420072262
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7585530814904687
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7593766264610711
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7707773265922926
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.772005644309333
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7908212668428239
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7802388938526088
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8465553460974032
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8394628704765671
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.6893727437716135
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6987730311110613
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8120641874082211
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.82257869719835
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8475829833624792
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8523006257705775
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7852202889788278
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7751971486887235
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8103462843538566
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8033069152791056
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7927405703406498
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7817941622982539
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 46
Created: 2025-03-23 12:52:13