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Sbert Large MT Nlu Ru

May 2021
aSbert Large MT Nlu Ru
Compare in
on
self-host onlyprice
3.8MTEB English v2
May 2021released
1,024Dimensions
1K tokensMax input
ruLanguages

Rankingconfiguration unstated?

Full ranking →
1Qwen 3 Embedding 8B79.32Qwen 3 Embedding 4B78.53Giga Embeddings Instruct 3B 082676.54Multilingual E5 Large Instruct76.55Giga Embeddings Instruct 10B A1.8B 082676.3
···
65LaBSE65.566Sbert Large MT Nlu Ru64.467Rubert Tiny263

Strong at

C
Embeddings & Retrieval#195 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 verifiedfree for commercial use

Benchmarks

in Embeddings & Retrieval
MTEB Persian v2 · Reranking · Persian18.2#147
JMTEB v2 · Clustering · Japanese11#146
JMTEB v2 · STS · Japanese25.3#161
LongEmbed · Mean over tasks · English6.5#167
LongEmbed · Mean over task types · English6.5#167
LongEmbed · Retrieval · English6.5#167
MTEB German v1 · Mean over tasks · German21.8#113
MTEB German v1 · Mean over task types · German21.7#112
MTEB German v1 · Classification · German33.8#166
MTEB German v1 · Pair Classification · German48.3#161
MTEB German v1 · STS · German30#134
MTEB German v1 · Clustering · German10.7#144
MTEB German v1 · Retrieval · German1.6#124
MTEB German v1 · Reranking · German5.5#142
MTEB Europe v1 · Classification · multilingual (23 languages)42.7#134
MTEB Europe v1 · Instruction Reranking · English-0.5#72
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)5.3#154
MTEB Europe v1 · STS · multilingual (8 languages)45.6#101
MTEB Europe v1 · Clustering · multilingual (29 languages)20.6#162
MTEB Europe v1 · Retrieval · multilingual (25 languages)9#149
MTEB Europe v1 · Reranking · multilingual (12 languages)29.7#175
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)15.3#176
MTEB French v1 · Mean over tasks · multilingual (2 languages)26.2#101
MTEB French v1 · Mean over task types · multilingual (2 languages)31.6#101
MTEB French v1 · STS · French45.4#111
MTEB French v1 · Retrieval · multilingual (2 languages)3.3#136
MTEB French v1 · Classification · French30.8#132
MTEB French v1 · Clustering · French23.6#114
MTEB French v1 · Reranking · French33.8#138
MTEB French v1 · Pair Classification · French53.9#165
MTEB French v1 · Summarization · French30.4#66
MTEB Indic v1 · Classification · multilingual (8 languages)40.8#136
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)5#96
MTEB Indic v1 · STS · multilingual (13 languages)-5.2#194
MTEB Indic v1 · Reranking · multilingual (2 languages)32.4#188
MTEB Indic v1 · Retrieval · multilingual (14 languages)3.3#149
MTEB Indic v1 · Clustering · multilingual (21 languages)4#123
MTEB Korean v2 · STS · Korean-0.6#109
MTEB Korean v2 · Classification · Korean19.6#144
MTEB Korean v2 · Reranking · Korean6.2#130
MTEB Dutch v1 · Mean over tasks · Dutch21.5#128
MTEB Dutch v1 · Mean over task types · Dutch31.9#127
MTEB Dutch v1 · Retrieval · Dutch3.3#129
MTEB Dutch v1 · Classification · Dutch34.4#130
MTEB Dutch v1 · Multilabel Classification · Dutch21.7#124
MTEB Dutch v1 · STS · Dutch44.1#131
MTEB Dutch v1 · Clustering · Dutch10.9#123
MTEB Dutch v1 · Reranking · Dutch48.7#201
MTEB Dutch v1 · Pair Classification · Dutch59.9#102
MTEB Polish v1 · Mean over tasks · Polish37#103
MTEB Polish v1 · Mean over task types · Polish36#103
MTEB Polish v1 · Classification · Polish36.2#143
MTEB Polish v1 · Clustering · Polish20.6#101
MTEB Polish v1 · STS · Polish35.9#131
MTEB Polish v1 · Pair Classification · Polish51.3#158
MTEB Portuguese v1 · Multilabel Classification · Portuguese16.9#169
MTEB Law v1 · Mean over tasks · multilingual (3 languages)10.6#165
MTEB Law v1 · Mean over task types · multilingual (3 languages)10.6#165
MTEB Law v1 · Retrieval · multilingual (3 languages)10.6#165
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)7.5#137
MTEB Medical v1 · Mean over task types · multilingual (10 languages)11.6#137
MTEB Medical v1 · Retrieval · multilingual (10 languages)4#139
MTEB Medical v1 · Clustering · English23#225
MTEB Medical v1 · Reranking · Mandarin Chinese7.8#200
FollowIR · Mean over tasks · English-0.5#72
FollowIR · Mean over task types · English-0.5#72
FollowIR · Instruction Reranking · English-0.5#72
MTEB Spanish v1 · STS · multilingual (2 languages)41.9#87
MTEB Spanish v1 · Clustering · Spanish28.6#122
MTEB Spanish v1 · Reranking · Spanish6.1#145
MTEB Spanish v1 · Classification · Spanish45.2#102
MTEB Thai v1 · Clustering · Thai4.8#118
MTEB Scandinavian v1 · Mean over tasks · multilingual (6 languages)28.9#134
MTEB Scandinavian v1 · Mean over task types · multilingual (6 languages)28.7#132
MTEB Scandinavian v1 · Classification · multilingual (6 languages)43.5#156
MTEB Scandinavian v1 · Retrieval · multilingual (3 languages)3.9#144
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)20.4#163
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)46.8#195
MTEB Russian v1.1 · Mean over tasks · Russian49.1#47
MTEB Russian v1.1 · Mean over task types · Russian45.8#50
MTEB Russian v1.1 · Classification · Russian57.6#59
MTEB Russian v1.1 · Clustering · Russian51.3#67
MTEB Russian v1.1 · Reranking · Russian40.6#74
MTEB Russian v1.1 · Multilabel Classification · Russian32.7#65
MTEB Russian v1.1 · STS · Russian64.4#66
MTEB Russian v1.1 · Retrieval · Russian22.1#53
MTEB Russian v1.1 · Pair Classification · Russian52#119
RTEB French beta · Mean over tasks · multilingual (2 languages)0.1#215
RTEB German beta · Mean over tasks · German2.6#218
RTEB Law beta · Mean over tasks · multilingual (4 languages)10.4#215
MTEB multilingual v2 · Clustering · multilingual (208 languages)27.1#158
MTEB multilingual v2 · STS · multilingual (35 languages)35.7#121
MTEB multilingual v2 · Classification · multilingual (119 languages)40.9#154
MTEB multilingual v2 · Retrieval · multilingual (120 languages)8.5#178
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)13.7#154
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)13.9#169
MTEB multilingual v2 · Instruction Reranking · English-0.5#72
MTEB multilingual v2 · Reranking · multilingual (22 languages)34.6#162

FAQ

How much does Sbert Large MT Nlu Ru cost?›

There is no per-unit API price: self-host only.

Is Sbert Large MT Nlu Ru free to use?›

There is no free API. The weights are open, so you can run it yourself.

How good is Sbert Large MT Nlu Ru, and what is it best at?›

#195 of 200 in Embeddings.

Is Sbert Large MT Nlu Ru better than LaBSE?›

On MTEB Russian v1.1 · STS · Russian, Sbert Large MT Nlu Ru scores 64.4 vs 65.5 — lower.

When was Sbert Large MT Nlu Ru released? Is there a newer version?›

Released 2021-05-18. It is the current version in its line.

Is Sbert Large MT Nlu Ru open source?›

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

Can I run Sbert Large MT Nlu Ru locally?›

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

What is Sbert Large MT Nlu Ru?›

Sbert Large MT Nlu Ru is an open-weights embeddings & retrieval model from ai-forever, released May 2021.

What are the best alternatives to Sbert Large MT Nlu Ru?›

EmbeddingGemma 300M (better), Qwen 3 Embedding 8B (open weights).