Model: RomainDarous/large_directOneEpoch_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 test
type: sts-test
metrics: type: pearson_cosine
value: 0.770265917448893
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7695753611202234
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.743314147313189
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7439229969799834
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7899000778817052
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7919879744361831
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8421382425963325
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8446545302953714
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7276779508630199
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7341312749002586
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8028078127170786
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8128598816467064
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8526436146515345
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8537073081826633
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7808414032955799
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7762953696351416
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7980009468506776
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8013833949375317
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7984564144977082
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7930873485722544
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 51
Created: 2025-03-23 13:03:30