Model: RomainDarous/large_directFourEpoch_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: 0.8446891977868011
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8596979163659482
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.844632779026908
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.861473045703285
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8440164545727995
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8612186224540714
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8420300309281104
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.858278578325863
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8420008201558307
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8580758116653326
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8379222267438624
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8546426897021648
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8410384886735764
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.858206201051844
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8388581512062692
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.854949185058122
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8393916480551973
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8551158223136024
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7509690649476883
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.748913006922209
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7264091359733592
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7183277950468808
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7841303752294032
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7831964409165716
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8370378910040422
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8417577178864784
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.6882152206120186
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7024539547789144
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7933077869138075
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8041721116751233
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8378620327834261
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8321351403622409
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7750555328181254
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7655495640498702
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.793579839252908
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7896396959056725
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7821687767048703
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7810073025582056
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 8
Created: 2025-03-23 10:19:14