Model: RomainDarous/multiSts_meanPooling_mistranslationModel
Author: RomainDarous
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, distilbert, 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:RomainDarous/preTrained_meanPooling_mistranslationModel, base_model:finetune:RomainDarous/preTrained_meanPooling_mistranslationModel, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: RomainDarous/preTrained_meanPooling_mistranslationModel
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: RomainDarous/pre_training_original_model
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 RomainDarous/pre_training_original_model
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts eval
type: sts-eval
metrics: type: pearson_cosine
value: 0.649351613026743
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6712113629733555
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.6648874938903813
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6859979455545288
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.6574990404767099
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6819347305734045
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.6482851200513846
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6739057551228634
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.657747388798702
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6797522820481435
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.580138787555855
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6025843591291092
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.6445711160678915
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6738244742184887
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.6060638359389463
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6210827296807453
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.6672294139281439
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6864882079409924
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.6279093972489541
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6320355986028895
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.6433522116833627
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.658000076471118
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.6271929274305698
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6229896619978917
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.6391062028706688
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6417698712729121
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.622947898324511
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6179788172853071
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.5903164175964553
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.5887507390354803
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.640080846863563
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6391082728350455
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.6172821161239198
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6180296923884917
name: Spearman Cosine
verified: no, type: pearson_cosine
value: 0.6607896399210559
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6616750284666137
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 63
Created: 2025-01-16 12:52:14