Model: RomainDarous/large_directFourEpoch_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 eval
type: sts-eval
metrics: type: pearson_cosine
value: 0.8253368468984889
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.846759233048935
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8299744736557623
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8520861599655403
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8256016069231242
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8492129628424273
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8255197501712864
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8487854416277784
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8260573564720586
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8478611313629719
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8254630619077544
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8478863939561875
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8252961253716439
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8499454503012575
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8239479448794885
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8442906623766797
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8278545449307315
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8527526772189048
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7359219780078147
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7333779772204967
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.6902858725875743
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6846586782470231
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7678591853836273
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7639074219836824
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8169782930257612
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8177729106856704
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.6833019591754349
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6919928881318896
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7631519370867645
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7647963195113389
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8258066541444342
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8190422019612702
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7539006536391688
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7554299404462984
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7696930212849677
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7667219735306458
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7616719432466488
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7669487674957793
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 45
Created: 2025-03-22 23:44:27