Model: lumees/lumees-matryoshka-embedding-v1
Author: lumees
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, feature-extraction, sentence-similarity, matryoshka, multilingual, embeddings, en, ar, de, es, fr, zh, ru, tr, ko, ja, it, pt, nl, base_model:FacebookAI/xlm-roberta-base, base_model:finetune:FacebookAI/xlm-roberta-base, license:cc-by-nc-4.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: FacebookAI/xlm-roberta-base
Card metadata: library_name: sentence-transformers
pipeline_tag: sentence-similarity
tags: sentence-transformers, feature-extraction, sentence-similarity, matryoshka, multilingual, embeddings, xlm-roberta
language: multilingual, en, ar, de, es, fr, zh, ru, tr, ko, ja, it, pt, nl
license: cc-by-nc-4.0
base_model: xlm-roberta-base
metrics: cosine_accuracy, cosine_precision, cosine_recall, cosine_f1, cosine_ap, dot_accuracy, dot_precision, dot_recall, dot_f1, dot_ap, manhattan_accuracy, manhattan_precision, manhattan_recall, manhattan_f1, manhattan_ap, euclidean_accuracy, euclidean_precision, euclidean_recall, euclidean_f1, euclidean_ap
model-index: name: Matryoshka Text Embedding v1
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: SciFact
type: scifact
config: default
split: test
revision: d56462d0e63a25450459c4f213e49ffdb866f7f9
metrics: type: ndcg_at_10
value: 0.63084
name: NDCG@10
verified: no, type: ndcg_at_1
value: 0.51
name: NDCG@1
verified: no, type: ndcg_at_3
value: 0.578
name: NDCG@3
verified: no, type: ndcg_at_5
value: 0.60648
name: NDCG@5
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: STSBenchmark
type: stsbenchmark
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: spearman
value: 0.850616
name: Spearman
verified: no, type: pearson
value: 0.838067
name: Pearson
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: STS17
type: sts17-crosslingual-sts
config: en-en
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
metrics: type: spearman
value: 0.873981
name: Spearman (en-en)
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: STS17
type: sts17-crosslingual-sts
config: es-es
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
metrics: type: spearman
value: 0.88079
name: Spearman (es-es)
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: STS17
type: sts17-crosslingual-sts
config: ko-ko
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
metrics: type: spearman
value: 0.821019
name: Spearman (ko-ko)
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: STS17
type: sts17-crosslingual-sts
config: ar-ar
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
metrics: type: spearman
value: 0.805643
name: Spearman (ar-ar)
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: STS17
type: sts17-crosslingual-sts
config: en-de
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
metrics: type: spearman
value: 0.824516
name: Spearman (en-de)
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: STS17
type: sts17-crosslingual-sts
config: nl-en
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
metrics: type: spearman
value: 0.819011
name: Spearman (nl-en)
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: STS17
type: sts17-crosslingual-sts
config: it-en
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
metrics: type: spearman
value: 0.815176
name: Spearman (it-en)
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: STS17
type: sts17-crosslingual-sts
config: fr-en
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
metrics: type: spearman
value: 0.815679
name: Spearman (fr-en)
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: STS17
type: sts17-crosslingual-sts
config: en-tr
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
metrics: type: spearman
value: 0.748444
name: Spearman (en-tr)
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: STS17
type: sts17-crosslingual-sts
config: es-en
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
metrics: type: spearman
value: 0.766019
name: Spearman (es-en)
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: STS17
type: sts17-crosslingual-sts
config: en-ar
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
metrics: type: spearman
value: 0.71912
name: Spearman (en-ar)
verified: no
Likes: 2 | All-time downloads: 338
Created: 2025-11-25 22:25:01