# Multilingual sentence embeddings
Xlm Roberta Ua Distilled
MIT
This is a fine-tuned sentence transformer model based on xlm-roberta-base, supporting English and Ukrainian, suitable for tasks like semantic textual similarity and semantic search.
Text Embedding Supports Multiple Languages
X
panalexeu
121
1
Measuring Embeddings V4.2
This is a fine-tuned sentence transformer model on measurement domain datasets, used for generating semantic embedding vectors, supporting tasks like semantic text similarity and semantic search.
Text Embedding
M
Lauther
61
1
Jina Embeddings V3
Jina Embeddings V3 is a multilingual sentence embedding model supporting over 100 languages, focusing on sentence similarity calculation and feature extraction tasks.
Text Embedding
Transformers Supports Multiple Languages

J
Daxtra
55
1
Jina Embeddings V3
Jina Embeddings V3 is a multilingual sentence embedding model supporting over 100 languages, focusing on sentence similarity calculation and feature extraction tasks.
Text Embedding
Transformers Supports Multiple Languages

J
koble-ai
37
3
Simcse Model XLMR
Apache-2.0
A sentence-transformers model based on XLM-R, trained using the SimCSE method, which maps sentences and paragraphs into a 768-dimensional dense vector space, suitable for tasks such as clustering or semantic search.
Text Embedding
Transformers

S
kornwtp
20
0
ST NLI Ca Paraphrase Multilingual Mpnet Base
A multilingual sentence embedding model based on sentence-transformers, supporting Catalan, capable of mapping text to a 768-dimensional vector space
Text Embedding
Transformers

S
projecte-aina
56
1
SONAR 200 Text Encoder
SONAR 200 Text Encoder is a multilingual text embedding model that supports sentence similarity computation for 202 languages.
Text Embedding
Transformers Supports Multiple Languages

S
cointegrated
58.13k
7
Sinhala Roberta Sentence Transformer
This is a sentence-transformers based model for mapping Sinhala sentences into a 768-dimensional vector space, supporting tasks like sentence similarity calculation and semantic search.
Text Embedding
Transformers

S
Ransaka
16
0
Sentence Transformers Multilingual E5 Large
This is a multilingual sentence embedding model based on sentence-transformers, capable of mapping text to a 1024-dimensional vector space, suitable for semantic search and clustering tasks.
Text Embedding
S
embaas
53.70k
2
Distiluse Base Multilingual Cased V2
Apache-2.0
This is a multilingual sentence embedding model that maps text to a 512-dimensional vector space, suitable for semantic search and clustering tasks.
Text Embedding
Transformers Other

D
lorenpe2
32
0
M ST5
m-ST5 is a multilingual sentence embedding model based on the mT5 encoder, specifically optimized for cross-lingual semantic textual similarity and sentence retrieval tasks.
Text Embedding
M
pkshatech
30
1
LEALLA Large
Apache-2.0
LEALLA is a collection of lightweight, language-agnostic sentence embedding models supporting 109 languages, distilled from LaBSE. Suitable for multilingual sentence embeddings and bilingual text retrieval.
Text Embedding Supports Multiple Languages
L
setu4993
37
8
Mmarco Bert Base Italian Uncased
MIT
This is a BERT-based uncased Italian model specifically designed for sentence and paragraph vector representations, suitable for semantic search and clustering tasks.
Text Embedding
Transformers Other

M
nickprock
221
2
Sentence Transformers Paraphrase Multilingual Mpnet Base V2
Apache-2.0
Multilingual sentence embedding model that maps text to a 768-dimensional vector space, suitable for semantic search and clustering tasks
Text Embedding
Transformers

S
tgsc
17
1
Labse Sentence Embeddings
Apache-2.0
LaBSE is a multilingual sentence embedding model based on BERT, supporting 109 languages, suitable for sentence similarity calculation and bilingual text retrieval.
Text Embedding Supports Multiple Languages
L
Blaxzter
152
19
Hubert Base Cc Sentence Transformer
This is a Hungarian sentence embedding model based on sentence-transformers, which can map text to a 768-dimensional vector space, suitable for tasks such as semantic search and text similarity calculation.
Text Embedding
Transformers Other

H
danieleff
33
0
Semantic Xlmr Bn
A multilingual sentence embedding model optimized for Bengali, mapping text to a 768-dimensional vector space
Text Embedding
Transformers Other

S
afschowdhury
225
1
Sentence Transformers Distiluse Base Multilingual Cased V2 50 50 All V2 Sequence Oaei Final
This is a multilingual sentence embedding model based on sentence-transformers, capable of mapping sentences and paragraphs into a 512-dimensional dense vector space, suitable for tasks such as sentence similarity computation and semantic search.
Text Embedding
S
javiervela
30
0
Xlm Roberta En It De
This is a multilingual sentence embedding model based on sentence-transformers, supporting English, German, and Italian, capable of mapping text into a 768-dimensional vector space.
Text Embedding
Transformers Other

X
airnicco8
15
0
Smaller LaBSE
Apache-2.0
A multilingual sentence encoder based on BERT architecture, supporting sentence embeddings and similarity computation for 15 languages, serving as a distilled version of the original LaBSE model.
Text Embedding Supports Multiple Languages
S
setu4993
1,463
13
Cross En It Roberta Sentence Transformer
MIT
A sentence embedding model supporting English and Italian, used for generating vector representations of sentences.
Text Embedding
Transformers Supports Multiple Languages

C
T-Systems-onsite
16
0
Chula Course Paraphrase Multilingual Mpnet Base V2
This is a multilingual sentence transformation model based on sentence-transformers, capable of mapping sentences and paragraphs into a 768-dimensional vector space, suitable for sentence similarity and feature extraction tasks.
Text Embedding
Transformers

C
new5558
13
0
Labse
Apache-2.0
LaBSE is a BERT-based multilingual sentence embedding model that supports 109 languages, suitable for sentence similarity calculation and bilingual text retrieval.
Text Embedding Supports Multiple Languages
L
setu4993
18.74k
50
Cross En Fr Roberta Sentence Transformer
MIT
Multilingual sentence embedding model based on XLM-RoBERTa architecture, supporting semantic similarity calculation and search tasks for English and French
Text Embedding
Transformers Supports Multiple Languages

C
T-Systems-onsite
41
1
Distiluse Base Multilingual Cased V1
Apache-2.0
This is a multilingual sentence transformer model capable of mapping sentences and paragraphs into a 512-dimensional dense vector space, suitable for tasks such as clustering or semantic search.
Text Embedding
Transformers

D
DataikuNLP
30
0
Paraphrase Multilingual MiniLM L12 V2
Apache-2.0
This is a multilingual sentence embedding model that maps text to a 384-dimensional vector space, suitable for semantic search and clustering tasks.
Text Embedding
Transformers

P
DataikuNLP
518
0
Sentence Transformers Multilingual Snli V2 500k
This is a multilingual sentence embedding model based on sentence-transformers, capable of mapping sentences and paragraphs into a 768-dimensional vector space, suitable for tasks such as clustering and semantic search.
Text Embedding
Transformers

S
Pyjay
21
1
Bert Base Multilingual Cased Sentence
A 101-language sentence representation model based on multilingual BERT, generating sentence representations through mean-pooling of word embeddings
Text Embedding Other
B
DeepPavlov
56
4
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