Model: RomainDarous/large_directFourEpoch_additivePooling_randomInit_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: 0.8343781015056855
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8514351675791023
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8360044547025403
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.855486598258302
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8334040705370638
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8541802509543581
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8325832244962073
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8526353393024275
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8325018792176496
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8527187951124036
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8266862816104431
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8465517065416694
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8326167279325712
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.853994036728722
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8269918444303921
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8448860814525516
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8337413028260187
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8512448452222624
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7514133379402854
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7562359413021956
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7229894396844436
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7178565219738164
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7654711890455305
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7721131351594573
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8259430988025358
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8359794689307353
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.688955857525189
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6978299241800769
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7654168379424374
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7707031112106784
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8206316933091983
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8156722449899189
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7606497312292829
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7684632899070106
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7726170179935038
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7799867297151044
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7793984485974982
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7831587700545664
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 44
Created: 2025-03-23 11:30:08