Model: amahdaouy/xlmrsim-mar_cos
Author: amahdaouy
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:19755, loss:CosineSimilarityLoss, arxiv:1908.10084, base_model:sentence-transformers/stsb-xlm-r-multilingual, base_model:finetune:sentence-transformers/stsb-xlm-r-multilingual, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/stsb-xlm-r-multilingual
Card metadata: base_model: sentence-transformers/stsb-xlm-r-multilingual
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:19755, loss:CosineSimilarityLoss
widget: source_sentence: Authorization to Hold a Cultural Event
sentences: Renewable Energy Accreditation Certificate, شهادة إدارة الموارد المائية, شهادة السلامة الصناعية, source_sentence: Phosphate Fertilizer Import License
sentences: Licence d'exploitation d'une usine de production de matériaux avancés pour la construction, Certificat de propriété conjointe,  "Guarantee Form Filled and Signed", source_sentence:  "Application for the Adaptation and Classification of Construction and Public Works Laboratories."
sentences:  "Demande d'adaptation et de classification des laboratoires de construction et de travaux publics", رخصة بناء مصنع للصناعات الخفيفة, Certificat de non-bénéfice de programmes d'aide sociale, source_sentence: Certificat d'importation d'équipements médicaux
sentences: دبلوم التكوين في علوم البحار, رخصة استغلال محطة كهربائية, Nuclear Equipment Factory Creation License, source_sentence: Virtual Reality Innovation Center Exploitation License
sentences:  "نسخة من بطاقة التعريف الوطنية أو جواز السفر.", رخصة استغلال مركز ابتكار تقنيات الواقع الافتراضي, Medical Equipment Import Certificate
model-index: name: SentenceTransformer based on sentence-transformers/stsb-xlm-r-multilingual
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: eval
type: eval
metrics: type: pearson_cosine
value: 0.9937461553619508
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8656711043975902
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.9862199187169717
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8646030016681072
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.9863097776981202
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8646004452560553
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.9687884311170258
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8657032187055717
name: Spearman Dot
verified: no, type: pearson_max
value: 0.9937461553619508
name: Pearson Max
verified: no, type: spearman_max
value: 0.8657032187055717
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 149
Created: 2024-09-18 12:54:53