s

LaBSE Ru Turbo

Jun 2024
sLaBSE Ru Turbo
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price not verifiedprice
34.2MTEB English v2
Jun 2024released
768Dimensions
1K tokensMax input
ruLanguages

Rankingconfiguration unstated?

Full ranking →
1Multilingual E5 Base332Rubert Tiny232.53Sentence Croissant Alpha v0.332.54Speed Embedding 7B Instruct32.45Bilingual Embedding Small32.3
···
134Marbert All Nli Triplet Matryoshka28.7135LaBSE Ru Turbo28.7136Rubert Tiny28.6

Strong at

C
Embeddings & Retrieval#158 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
LicenceMITfree for commercial use

Benchmarks

in Embeddings & Retrieval
BEIR · Mean over tasks · English34.6#160
BEIR · Mean over task types · English34.6#160
BEIR · Retrieval · English34.6#160
MTEB Persian v2 · Reranking · Persian18.3#145
JMTEB v2 · STS · Japanese28.6#156
LongEmbed · Mean over tasks · English30.6#124
LongEmbed · Mean over task types · English30.6#124
LongEmbed · Retrieval · English30.6#124
MTEB German v1 · Mean over tasks · German36#86
MTEB German v1 · Mean over task types · German35.8#80
MTEB German v1 · Classification · German44#140
MTEB German v1 · Pair Classification · German48.7#153
MTEB German v1 · STS · German49.8#90
MTEB German v1 · Clustering · German21.8#109
MTEB German v1 · Retrieval · German28.2#93
MTEB German v1 · Reranking · German22.1#96
MTEB Europe v1 · Classification · multilingual (23 languages)50.1#93
MTEB Europe v1 · Instruction Reranking · English-3.5#186
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)11#119
MTEB Europe v1 · STS · multilingual (8 languages)63.3#72
MTEB Europe v1 · Retrieval · multilingual (25 languages)32.3#121
MTEB Europe v1 · Reranking · multilingual (12 languages)42.7#147
MTEB French v1 · Mean over tasks · multilingual (2 languages)42.6#79
MTEB French v1 · Mean over task types · multilingual (2 languages)44.4#79
MTEB French v1 · STS · French68.8#72
MTEB French v1 · Retrieval · multilingual (2 languages)21.1#115
MTEB French v1 · Classification · French49.9#104
MTEB French v1 · Clustering · French39.1#72
MTEB French v1 · Reranking · French47.7#123
MTEB French v1 · Pair Classification · French55.4#136
MTEB French v1 · Summarization · French28.7#135
MTEB Indic v1 · Classification · multilingual (8 languages)42.1#116
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)6.5#82
MTEB Indic v1 · STS · multilingual (13 languages)-4.6#192
MTEB Indic v1 · Reranking · multilingual (2 languages)34.1#175
MTEB Korean v2 · STS · Korean-0#108
MTEB Korean v2 · Classification · Korean19.9#137
MTEB Korean v2 · Reranking · Korean5.1#142
MTEB Dutch v1 · Mean over tasks · Dutch34.4#106
MTEB Dutch v1 · Mean over task types · Dutch44.3#102
MTEB Dutch v1 · Retrieval · Dutch24.3#108
MTEB Dutch v1 · Classification · Dutch45#102
MTEB Dutch v1 · Multilabel Classification · Dutch28#103
MTEB Dutch v1 · STS · Dutch56.5#107
MTEB Dutch v1 · Clustering · Dutch18.5#103
MTEB Dutch v1 · Reranking · Dutch74.5#161
MTEB Dutch v1 · Pair Classification · Dutch63.1#86
MTEB Polish v1 · Mean over tasks · Polish45.4#69
MTEB Polish v1 · Mean over task types · Polish45.4#70
MTEB Polish v1 · Classification · Polish40.8#107
MTEB Polish v1 · Clustering · Polish24.1#82
MTEB Polish v1 · STS · Polish52#98
MTEB Polish v1 · Pair Classification · Polish64.6#107
MTEB Portuguese v1 · Reranking · Portuguese76.6#26
MTEB Portuguese v1 · Classification · Portuguese48.6#43
MTEB Portuguese v1 · STS · Portuguese55.9#39
MTEB Portuguese v1 · Multilabel Classification · Portuguese17.9#147
MTEB Law v1 · Mean over tasks · multilingual (3 languages)33.4#132
MTEB Law v1 · Mean over task types · multilingual (3 languages)33.4#132
MTEB Law v1 · Retrieval · multilingual (3 languages)33.4#132
MTEB Medical v1 · Clustering · English30.8#192
MTEB Medical v1 · Reranking · Mandarin Chinese10.3#186
FollowIR · Mean over tasks · English-3.5#186
FollowIR · Mean over task types · English-3.5#186
FollowIR · Instruction Reranking · English-3.5#186
MTEB Spanish v1 · STS · multilingual (2 languages)61.6#60
MTEB Spanish v1 · Clustering · Spanish40.2#84
MTEB Spanish v1 · Reranking · Spanish28#103
MTEB Spanish v1 · Classification · Spanish69.6#74
MTEB Scandinavian v1 · Mean over tasks · multilingual (6 languages)40.6#94
MTEB Scandinavian v1 · Mean over task types · multilingual (6 languages)42.5#92
MTEB Scandinavian v1 · Classification · multilingual (6 languages)49.2#89
MTEB Scandinavian v1 · Retrieval · multilingual (3 languages)28.3#114
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)28.6#132
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)64#102
MTEB Russian v1.1 · Mean over tasks · Russian59.4#30
MTEB Russian v1.1 · Mean over task types · Russian58.4#28
MTEB Russian v1.1 · Classification · Russian59.2#50
MTEB Russian v1.1 · Clustering · Russian53.9#49
MTEB Russian v1.1 · Reranking · Russian63#42
MTEB Russian v1.1 · Multilabel Classification · Russian36.9#44
MTEB Russian v1.1 · STS · Russian74.1#20
MTEB Russian v1.1 · Retrieval · Russian64.1#30
MTEB Russian v1.1 · Pair Classification · Russian57.8#61
RTEB French beta · Mean over tasks · multilingual (2 languages)13.9#155
RTEB German beta · Mean over tasks · German11.8#176
RTEB Law beta · Mean over tasks · multilingual (4 languages)26.3#176
MTEB multilingual v2 · STS · multilingual (35 languages)52.1#100
MTEB multilingual v2 · Classification · multilingual (119 languages)46.8#122
MTEB multilingual v2 · Retrieval · multilingual (120 languages)28.5#151
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)17.9#82
MTEB multilingual v2 · Instruction Reranking · English-3.5#186
MTEB multilingual v2 · Reranking · multilingual (22 languages)42.8#126

FAQ

How much does LaBSE Ru Turbo cost?›

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

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

#158 of 200 in Embeddings.

Is LaBSE Ru Turbo better than Marbert All Nli Triplet Matryoshka?›

On MTEB French v1 · Summarization · French, LaBSE Ru Turbo scores 28.7 vs 28.7 — about the same.

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

Released 2024-06-27. It is the current version in its line.

Is LaBSE Ru Turbo open source?›

Yes, the weights are open (MIT licence).

Can I run LaBSE Ru Turbo locally?›

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

What is LaBSE Ru Turbo?›

LaBSE Ru Turbo is an open-weights embeddings & retrieval model from sergeyzh, released Jun 2024.

What are the best alternatives to LaBSE Ru Turbo?›

E5 Base v2 (better), Multilingual E5 Base (open weights).