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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 →
1Yuan Embedding 2.0 En70.72Ingot 8B R3703Qwen 3 Embedding 8B69.44Geevec Embeddings 1.068.85Qwen 3 Embedding 4B68.5
···
206Marbert All Nli Triplet Matryoshka4.7207Sbert Large MT Nlu Ru3.8208Rubert Base Cased Sentence3.3

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#140
JMTEB v2 · STS · Japanese25.3#155
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#100
MTEB German v1 · Mean over task types · German21.7#99
MTEB German v1 · Clustering · German10.7#141
MTEB German v1 · Retrieval · German1.6#107
MTEB German v1 · Classification · German33.8#163
MTEB German v1 · STS · German30#125
MTEB German v1 · Pair Classification · German48.3#154
MTEB German v1 · Reranking · German5.5#142
MTEB Europe v1 · Retrieval · multilingual (25 languages)9#136
MTEB Europe v1 · STS · multilingual (8 languages)45.6#79
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)15.3#175
MTEB Europe v1 · Classification · multilingual (23 languages)42.7#131
MTEB Europe v1 · Clustering · multilingual (29 languages)20.6#161
MTEB Europe v1 · Instruction Reranking · English-0.5#72
MTEB Europe v1 · Reranking · multilingual (12 languages)29.7#174
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)5.3#154
MTEB French v1 · Mean over tasks · multilingual (2 languages)26.2#100
MTEB French v1 · Mean over task types · multilingual (2 languages)31.6#100
MTEB French v1 · STS · French45.4#105
MTEB French v1 · Retrieval · multilingual (2 languages)3.3#130
MTEB French v1 · Reranking · French33.8#130
MTEB French v1 · Clustering · French23.6#113
MTEB French v1 · Classification · French30.8#129
MTEB French v1 · Summarization · French30.4#62
MTEB French v1 · Pair Classification · French53.9#165
MTEB Indic v1 · Classification · multilingual (8 languages)40.8#129
MTEB Indic v1 · Retrieval · multilingual (14 languages)3.3#143
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)5#91
MTEB Indic v1 · Reranking · multilingual (2 languages)32.4#187
MTEB Indic v1 · STS · multilingual (13 languages)-5.2#193
MTEB Indic v1 · Clustering · multilingual (21 languages)4#122
MTEB Korean v2 · STS · Korean-0.6#91
MTEB Korean v2 · Reranking · Korean6.2#125
MTEB Korean v2 · Classification · Korean19.6#133
MTEB Dutch v1 · Mean over tasks · Dutch21.5#128
MTEB Dutch v1 · Mean over task types · Dutch31.9#127
MTEB Dutch v1 · Classification · Dutch34.4#130
MTEB Dutch v1 · Clustering · Dutch10.9#122
MTEB Dutch v1 · Retrieval · Dutch3.3#129
MTEB Dutch v1 · STS · Dutch44.1#131
MTEB Dutch v1 · Multilabel Classification · Dutch21.7#123
MTEB Dutch v1 · Pair Classification · Dutch59.9#101
MTEB Dutch v1 · Reranking · Dutch48.7#200
MTEB Polish v1 · Pair Classification · Polish51.3#150
MTEB Polish v1 · Classification · Polish36.2#135
MTEB Polish v1 · STS · Polish35.9#121
MTEB Portuguese v1 · Multilabel Classification · Portuguese16.9#167
MTEB Law v1 · Mean over tasks · multilingual (3 languages)10.6#161
MTEB Law v1 · Mean over task types · multilingual (3 languages)10.6#161
MTEB Law v1 · Retrieval · multilingual (3 languages)10.6#161
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)7.5#134
MTEB Medical v1 · Mean over task types · multilingual (10 languages)11.6#134
MTEB Medical v1 · Retrieval · multilingual (10 languages)4#136
MTEB Medical v1 · Clustering · English23#225
MTEB Medical v1 · Reranking · Mandarin Chinese7.8#195
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#75
MTEB Spanish v1 · Clustering · Spanish28.6#122
MTEB Spanish v1 · Reranking · Spanish6.1#145
MTEB Thai v1 · Clustering · Thai4.8#117
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)20.4#156
MTEB Scandinavian v1 · Classification · multilingual (6 languages)43.5#149
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)46.8#194
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#57
MTEB Russian v1.1 · STS · Russian64.4#64
MTEB Russian v1.1 · Reranking · Russian40.6#74
MTEB Russian v1.1 · Clustering · Russian51.3#62
MTEB Russian v1.1 · Pair Classification · Russian52#118
MTEB Russian v1.1 · Retrieval · Russian22.1#53
MTEB Russian v1.1 · Multilabel Classification · Russian32.7#60
RTEB French beta · Mean over tasks · multilingual (2 languages)0.1#212
RTEB German beta · Mean over tasks · German2.6#210
RTEB Law beta · Mean over tasks · multilingual (4 languages)10.4#208
MTEB multilingual v2 · Classification · multilingual (119 languages)40.9#153
MTEB multilingual v2 · Clustering · multilingual (208 languages)27.1#157
MTEB multilingual v2 · STS · multilingual (35 languages)35.7#113
MTEB multilingual v2 · Retrieval · multilingual (120 languages)8.5#176
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)13.9#168
MTEB multilingual v2 · Instruction Reranking · English-0.5#72
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)13.7#153
MTEB multilingual v2 · Reranking · multilingual (22 languages)34.6#161

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 Marbert All Nli Triplet Matryoshka?›

On MTEB English v2 · Retrieval · English, Sbert Large MT Nlu Ru scores 3.8 vs 4.7 — about the same.

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), Yuan Embedding 2.0 En (open weights).