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LaBSE En Ru

Jun 2021
cLaBSE En Ru
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price not verifiedprice
16.6MTEB English v2
Jun 2021released
1K tokensMax input
en, ruLanguages

Rankingconfiguration unstated?

Full ranking →
1Gemini Embedding 001832Jina Embeddings v5 Omni Small82.53Jina Embeddings v5 Text Small82.54Jina Embeddings v5 Omni Nano81.74Jina Embeddings v5 Text Nano81.7
···
60Mmlw E5 Small59.861LaBSE En Ru59.762Gte Micro59.4

Strong at

C
Embeddings & Retrieval#185 of 200

Run it yourself

estimate
Fits on✓ 8 GB (phone, laptop) · full quality✓ 16 GB · full quality✓ 24 GB GPU · full quality✓ 48 GB GPU · full quality✓ 80 GB GPU · full quality
Licencenot verified

Benchmarks

in Embeddings & Retrieval
BEIR · Mean over tasks · English17.3#184
BEIR · Mean over task types · English17.3#184
BEIR · Retrieval · English17.3#184
MTEB Persian v2 · Reranking · Persian18.3#144
JMTEB v2 · STS · Japanese25.5#153
LongEmbed · Mean over tasks · English24.1#143
LongEmbed · Mean over task types · English24.1#143
LongEmbed · Retrieval · English24.1#143
MTEB German v1 · Mean over tasks · German34.7#82
MTEB German v1 · Mean over task types · German34.1#79
MTEB German v1 · Clustering · German23.6#95
MTEB German v1 · Retrieval · German25.2#86
MTEB German v1 · Classification · German42.4#142
MTEB German v1 · STS · German48#91
MTEB German v1 · Pair Classification · German47.5#161
MTEB German v1 · Reranking · German18.1#112
MTEB Europe v1 · Retrieval · multilingual (25 languages)29.5#114
MTEB Europe v1 · STS · multilingual (8 languages)58.2#71
MTEB Europe v1 · Classification · multilingual (23 languages)49.1#99
MTEB Europe v1 · Instruction Reranking · English-3.7#188
MTEB Europe v1 · Reranking · multilingual (12 languages)41.7#148
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)14.3#70
MTEB French v1 · Mean over tasks · multilingual (2 languages)41#82
MTEB French v1 · Mean over task types · multilingual (2 languages)43.4#83
MTEB French v1 · STS · French65.3#78
MTEB French v1 · Retrieval · multilingual (2 languages)18.9#113
MTEB French v1 · Reranking · French48#114
MTEB French v1 · Clustering · French36.7#83
MTEB French v1 · Classification · French49.6#103
MTEB French v1 · Summarization · French31.6#16
MTEB French v1 · Pair Classification · French53.3#169
MTEB Indic v1 · Classification · multilingual (8 languages)42#114
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)6.5#76
MTEB Indic v1 · Reranking · multilingual (2 languages)35.4#170
MTEB Indic v1 · STS · multilingual (13 languages)-1.9#181
MTEB Korean v2 · STS · Korean1.3#88
MTEB Korean v2 · Reranking · Korean4.2#147
MTEB Korean v2 · Classification · Korean19.2#136
MTEB Dutch v1 · Mean over tasks · Dutch33.2#109
MTEB Dutch v1 · Mean over task types · Dutch43.5#106
MTEB Dutch v1 · Classification · Dutch44.8#104
MTEB Dutch v1 · Clustering · Dutch18.7#101
MTEB Dutch v1 · Retrieval · Dutch20.1#115
MTEB Dutch v1 · STS · Dutch55#111
MTEB Dutch v1 · Multilabel Classification · Dutch30.6#84
MTEB Dutch v1 · Pair Classification · Dutch64.1#79
MTEB Dutch v1 · Reranking · Dutch71#173
MTEB Polish v1 · Pair Classification · Polish63.6#105
MTEB Polish v1 · Classification · Polish43.3#73
MTEB Polish v1 · STS · Polish50#100
MTEB Portuguese v1 · Multilabel Classification · Portuguese20.1#74
MTEB Law v1 · Mean over tasks · multilingual (3 languages)30.1#140
MTEB Law v1 · Mean over task types · multilingual (3 languages)30.1#140
MTEB Law v1 · Retrieval · multilingual (3 languages)30.1#140
MTEB Medical v1 · Clustering · English30.3#195
MTEB Medical v1 · Reranking · Mandarin Chinese10.8#178
FollowIR · Mean over tasks · English-3.7#188
FollowIR · Mean over task types · English-3.7#188
FollowIR · Instruction Reranking · English-3.7#188
MTEB Spanish v1 · STS · multilingual (2 languages)59.7#61
MTEB Spanish v1 · Clustering · Spanish41.1#75
MTEB Spanish v1 · Reranking · Spanish18.1#126
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)30.9#116
MTEB Scandinavian v1 · Classification · multilingual (6 languages)48.1#111
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)62.9#108
MTEB Russian v1.1 · Mean over tasks · Russian48.6#50
MTEB Russian v1.1 · Mean over task types · Russian46.3#49
MTEB Russian v1.1 · Classification · Russian54.9#69
MTEB Russian v1.1 · STS · Russian65.9#60
MTEB Russian v1.1 · Reranking · Russian41.8#72
MTEB Russian v1.1 · Clustering · Russian46.8#76
MTEB Russian v1.1 · Pair Classification · Russian55.6#83
MTEB Russian v1.1 · Retrieval · Russian28#51
MTEB Russian v1.1 · Multilabel Classification · Russian31.3#72
RTEB French beta · Mean over tasks · multilingual (2 languages)6.9#167
RTEB German beta · Mean over tasks · German12.8#163
RTEB Law beta · Mean over tasks · multilingual (4 languages)25.9#172
MTEB multilingual v2 · Classification · multilingual (119 languages)45.5#131
MTEB multilingual v2 · STS · multilingual (35 languages)46.8#104
MTEB multilingual v2 · Retrieval · multilingual (120 languages)24.8#156
MTEB multilingual v2 · Instruction Reranking · English-3.7#188
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)18.8#72
MTEB multilingual v2 · Reranking · multilingual (22 languages)40.9#134

FAQ

How much does LaBSE En Ru cost?›

There is no per-unit API price: price not verified.

How good is LaBSE En Ru, and what is it best at?›

#185 of 200 in Embeddings.

Is LaBSE En Ru better than Mmlw E5 Small?›

On MTEB Spanish v1 · STS · multilingual (2 languages), LaBSE En Ru scores 59.7 vs 59.8 — about the same.

When was LaBSE En Ru released? Is there a newer version?›

Released 2021-06-10. It is the current version in its line.

Is LaBSE En Ru open source?›

Yes, the weights are open (not specified licence).

Can I run LaBSE En Ru locally?›

The weights are open and can be self-hosted; hardware needs are not confirmed yet.

What is LaBSE En Ru?›

LaBSE En Ru is an open-weights embeddings & retrieval model from cointegrated, released Jun 2021.

What are the best alternatives to LaBSE En Ru?›

E5 Base v2 (better), Jina Embeddings v5 Text Small (open weights).