Model: RomainDarous/large_directOneEpoch_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: 0.842628994088383
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8641152173692013
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8425294245984918
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8655338471938293
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8426905056696615
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8657291438614189
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8440679908877994
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8659754257907748
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8408492457577823
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8642447947742964
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8371817009402732
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8561445860711792
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.842671395284595
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8681141769145823
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8382221358918386
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8587647169251662
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.838072619787201
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8585641121755515
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7682281144093761
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7735288926136213
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7610308524079032
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7596656702542686
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7958832121682685
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7885045728903514
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8375368920608086
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8421336577134286
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7030188899822312
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7145209560572972
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7611914076246398
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.764561431797164
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.8411226693060122
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8438596817522311
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7768526271291811
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7723072554177497
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7887356948945623
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7918776526260249
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.7910925122518935
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7916785352125687
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 52
Created: 2025-03-23 12:40:38