Model: omarelshehy/arabic-english-sts-matryoshka-v2.0
Author: omarelshehy
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, mteb, ar, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:FacebookAI/xlm-roberta-large, base_model:finetune:FacebookAI/xlm-roberta-large, model-index, text-embeddings-inference, endpoints_compatible, deploy:azure, region:us
Base models (finetune): id: FacebookAI/xlm-roberta-large
Card metadata: base_model: FacebookAI/xlm-roberta-large
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, mteb
model-index: name: omarelshehy/arabic-english-sts-matryoshka-v2-checkpoint-375k
results: dataset: config: en-en
name: MTEB STS17 (en-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_pearson
value: 87.38302667611983
verified: no, type: cosine_spearman
value: 86.87900209442004
verified: no, type: euclidean_pearson
value: 87.57406800102012
verified: no, type: euclidean_spearman
value: 86.86643232719993
verified: no, type: main_score
value: 86.87900209442004
verified: no, type: manhattan_pearson
value: 87.67669085683242
verified: no, type: manhattan_spearman
value: 86.75687931014386
verified: no, type: pearson
value: 87.383027901324
verified: no, type: spearman
value: 86.87900209442004
verified: no
task: type: STS, dataset: config: ar-ar
name: MTEB STS17 (ar-ar)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_pearson
value: 83.63516310524058
verified: no, type: cosine_spearman
value: 83.77655124170212
verified: no, type: euclidean_pearson
value: 82.4202692817126
verified: no, type: euclidean_spearman
value: 83.45140961256212
verified: no, type: main_score
value: 83.77655124170212
verified: no, type: manhattan_pearson
value: 82.46545160293968
verified: no, type: manhattan_spearman
value: 83.44641098297507
verified: no, type: pearson
value: 83.6351624999596
verified: no, type: spearman
value: 83.76918950829455
verified: no
task: type: STS, dataset: config: en-ar
name: MTEB STS17 (en-ar)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_pearson
value: 82.29919720659755
verified: no, type: cosine_spearman
value: 82.18717939041626
verified: no, type: euclidean_pearson
value: 83.49181602363565
verified: no, type: euclidean_spearman
value: 82.66998443101066
verified: no, type: main_score
value: 82.18717939041626
verified: no, type: manhattan_pearson
value: 83.50361267643626
verified: no, type: manhattan_spearman
value: 82.68143951875724
verified: no, type: pearson
value: 82.29919479978703
verified: no, type: spearman
value: 82.18717939041626
verified: no
task: type: STS
language: ar, en
Likes: 3 | All-time downloads: 8169
Created: 2024-10-16 22:05:22