s

LaBSE Ru Turbo

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

Rankingconfiguration unstated?

Full ranking →
1Giga Embeddings Instruct 10B A1.8B 082678.42Giga Embeddings Instruct 3B 082678.23Giga Embeddings Instruct76.74F2LLM v2 14B76.65F2LLM v2 8B76
···
47Voyage 3 Lite59.248LaBSE Ru Turbo59.249Bge M3 Custom Fr58.8

Strong at

C
Embeddings & Retrieval#158 of 200

Alternatives?

ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen+15%—$0.002Languages: not verified+1aOpenGiga Embeddings Instruct 10B A1.8B 0826unstated+33%——Memory (4-bit): 0.1 GB → 6.3 GBBetterQwen 3 Embedding 8BunstatedOpen+26%—$0.01Languages: not verified+1BetterQwen 3 Embedding 0.6BunstatedOpen+14%—$0.01Languages: not verified+1iBetterMultilingual E5 Large InstructunstatedOpen+12%—$0.01Memory (4-bit): 0.1 GB → 0.3 GB

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#158
BEIR · Mean over task types · English34.6#158
BEIR · Retrieval · English34.6#158
MTEB Persian v2 · Reranking · Persian18.3#145
JMTEB v2 · STS · Japanese28.6#150
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#77
MTEB German v1 · Mean over task types · German35.8#72
MTEB German v1 · Clustering · German21.8#106
MTEB German v1 · Retrieval · German28.2#83
MTEB German v1 · Classification · German44#137
MTEB German v1 · STS · German49.8#83
MTEB German v1 · Pair Classification · German48.7#146
MTEB German v1 · Reranking · German22.1#96
MTEB Europe v1 · Retrieval · multilingual (25 languages)32.3#108
MTEB Europe v1 · STS · multilingual (8 languages)63.3#58
MTEB Europe v1 · Classification · multilingual (23 languages)50.1#90
MTEB Europe v1 · Instruction Reranking · English-3.5#185
MTEB Europe v1 · Reranking · multilingual (12 languages)42.7#146
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)11#119
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#67
MTEB French v1 · Retrieval · multilingual (2 languages)21.1#110
MTEB French v1 · Reranking · French47.7#115
MTEB French v1 · Clustering · French39.1#72
MTEB French v1 · Classification · French49.9#101
MTEB French v1 · Summarization · French28.7#128
MTEB French v1 · Pair Classification · French55.4#136
MTEB Indic v1 · Classification · multilingual (8 languages)42.1#109
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)6.5#77
MTEB Indic v1 · Reranking · multilingual (2 languages)34.1#174
MTEB Indic v1 · STS · multilingual (13 languages)-4.6#191
MTEB Korean v2 · STS · Korean-0#90
MTEB Korean v2 · Reranking · Korean5.1#137
MTEB Korean v2 · Classification · Korean19.9#126
MTEB Dutch v1 · Mean over tasks · Dutch34.4#106
MTEB Dutch v1 · Mean over task types · Dutch44.3#102
MTEB Dutch v1 · Classification · Dutch45#102
MTEB Dutch v1 · Clustering · Dutch18.5#102
MTEB Dutch v1 · Retrieval · Dutch24.3#108
MTEB Dutch v1 · STS · Dutch56.5#107
MTEB Dutch v1 · Multilabel Classification · Dutch28#102
MTEB Dutch v1 · Pair Classification · Dutch63.1#85
MTEB Dutch v1 · Reranking · Dutch74.5#160
MTEB Polish v1 · Pair Classification · Polish64.6#99
MTEB Polish v1 · Classification · Polish40.8#99
MTEB Polish v1 · STS · Polish52#93
MTEB Portuguese v1 · Multilabel Classification · Portuguese17.9#146
MTEB Law v1 · Mean over tasks · multilingual (3 languages)33.4#128
MTEB Law v1 · Mean over task types · multilingual (3 languages)33.4#128
MTEB Law v1 · Retrieval · multilingual (3 languages)33.4#128
MTEB Medical v1 · Clustering · English30.8#192
MTEB Medical v1 · Reranking · Mandarin Chinese10.3#181
FollowIR · Mean over tasks · English-3.5#185
FollowIR · Mean over task types · English-3.5#185
FollowIR · Instruction Reranking · English-3.5#185
MTEB Spanish v1 · STS · multilingual (2 languages)61.6#55
MTEB Spanish v1 · Clustering · Spanish40.2#84
MTEB Spanish v1 · Reranking · Spanish28#103
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)28.6#125
MTEB Scandinavian v1 · Classification · multilingual (6 languages)49.2#84
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#48
MTEB Russian v1.1 · STS · Russian74.1#19
MTEB Russian v1.1 · Reranking · Russian63#42
MTEB Russian v1.1 · Clustering · Russian53.9#44
MTEB Russian v1.1 · Pair Classification · Russian57.8#61
MTEB Russian v1.1 · Retrieval · Russian64.1#30
MTEB Russian v1.1 · Multilabel Classification · Russian36.9#39
RTEB French beta · Mean over tasks · multilingual (2 languages)13.9#152
RTEB German beta · Mean over tasks · German11.8#168
RTEB Law beta · Mean over tasks · multilingual (4 languages)26.3#169
MTEB multilingual v2 · Classification · multilingual (119 languages)46.8#121
MTEB multilingual v2 · STS · multilingual (35 languages)52.1#97
MTEB multilingual v2 · Retrieval · multilingual (120 languages)28.5#149
MTEB multilingual v2 · Instruction Reranking · English-3.5#185
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)17.9#82
MTEB multilingual v2 · Reranking · multilingual (22 languages)42.8#125

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 Voyage 3 Lite?›

On MTEB Russian v1.1 · Classification · Russian, LaBSE Ru Turbo scores 59.2 vs 59.2 — 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?›

EmbeddingGemma 300M (better), Giga Embeddings Instruct 10B A1.8B 0826 (open weights).