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Sbert Large Nlu Ru

Nov 2020
aSbert Large Nlu Ru
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price not verifiedprice
3.2MTEB English v2
Nov 2020released
1,024Dimensions
1K tokensMax input
ruLanguages

Rankingconfiguration unstated?

Full ranking →
1Giga Embeddings Instruct73.12Giga Embeddings Instruct 10B A1.8B 0826733Giga Embeddings Instruct 3B 082672.44Qwen 3 Embedding 8B69.25FRIDA68.9
···
50Sbert Large MT Nlu Ru45.851Sbert Large Nlu Ru41.552Static Similarity Mrl Multilingual v141.2

Strong at

C
Embeddings & Retrieval#197 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
MTEB Persian v2 · Reranking · Persian17.7#148
JMTEB v2 · Clustering · Japanese10.6#149
JMTEB v2 · STS · Japanese25.3#162
LongEmbed · Mean over tasks · English6.9#166
LongEmbed · Mean over task types · English6.9#166
LongEmbed · Retrieval · English6.9#166
MTEB German v1 · Mean over tasks · German20.3#114
MTEB German v1 · Mean over task types · German20#114
MTEB German v1 · Classification · German30.5#167
MTEB German v1 · Pair Classification · German48.9#146
MTEB German v1 · STS · German22.7#137
MTEB German v1 · Clustering · German12.2#140
MTEB German v1 · Retrieval · German1.7#123
MTEB German v1 · Reranking · German3.9#146
MTEB Europe v1 · Classification · multilingual (23 languages)42.5#135
MTEB Europe v1 · Instruction Reranking · English0.6#49
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)4.6#160
MTEB Europe v1 · STS · multilingual (8 languages)37.3#105
MTEB Europe v1 · Clustering · multilingual (29 languages)21.4#161
MTEB Europe v1 · Retrieval · multilingual (25 languages)7.9#151
MTEB Europe v1 · Reranking · multilingual (12 languages)27.4#179
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)14.4#178
MTEB French v1 · Mean over tasks · multilingual (2 languages)26.9#100
MTEB French v1 · Mean over task types · multilingual (2 languages)31.9#100
MTEB French v1 · STS · French47.9#109
MTEB French v1 · Retrieval · multilingual (2 languages)3.6#134
MTEB French v1 · Classification · French29.5#133
MTEB French v1 · Clustering · French26.4#108
MTEB French v1 · Reranking · French33.4#139
MTEB French v1 · Pair Classification · French54.5#153
MTEB French v1 · Summarization · French28.1#149
MTEB Indic v1 · Classification · multilingual (8 languages)41#133
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)4.6#101
MTEB Indic v1 · STS · multilingual (13 languages)-1.6#178
MTEB Indic v1 · Reranking · multilingual (2 languages)32.3#189
MTEB Indic v1 · Retrieval · multilingual (14 languages)2.5#151
MTEB Indic v1 · Clustering · multilingual (21 languages)3.8#127
MTEB Korean v2 · STS · Korean-1#110
MTEB Korean v2 · Classification · Korean19#149
MTEB Korean v2 · Reranking · Korean4.9#145
MTEB Dutch v1 · Mean over tasks · Dutch21.3#129
MTEB Dutch v1 · Mean over task types · Dutch30.8#129
MTEB Dutch v1 · Retrieval · Dutch2.9#130
MTEB Dutch v1 · Classification · Dutch34.2#131
MTEB Dutch v1 · Multilabel Classification · Dutch21.9#123
MTEB Dutch v1 · STS · Dutch40.2#133
MTEB Dutch v1 · Clustering · Dutch11.9#119
MTEB Dutch v1 · Reranking · Dutch45.2#204
MTEB Dutch v1 · Pair Classification · Dutch59.4#107
MTEB Polish v1 · Mean over tasks · Polish37.1#102
MTEB Polish v1 · Mean over task types · Polish36.1#102
MTEB Polish v1 · Classification · Polish36.4#142
MTEB Polish v1 · Clustering · Polish20.5#102
MTEB Polish v1 · STS · Polish36.3#130
MTEB Polish v1 · Pair Classification · Polish51.2#159
MTEB Portuguese v1 · Multilabel Classification · Portuguese19.2#108
MTEB Law v1 · Mean over tasks · multilingual (3 languages)11.9#161
MTEB Law v1 · Mean over task types · multilingual (3 languages)11.9#161
MTEB Law v1 · Retrieval · multilingual (3 languages)11.9#161
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)6.9#138
MTEB Medical v1 · Mean over task types · multilingual (10 languages)11.3#138
MTEB Medical v1 · Retrieval · multilingual (10 languages)3.3#140
MTEB Medical v1 · Clustering · English23#224
MTEB Medical v1 · Reranking · Mandarin Chinese7.6#202
FollowIR · Mean over tasks · English0.6#49
FollowIR · Mean over task types · English0.6#49
FollowIR · Instruction Reranking · English0.6#49
MTEB Spanish v1 · STS · multilingual (2 languages)33.8#90
MTEB Spanish v1 · Clustering · Spanish29.6#121
MTEB Spanish v1 · Reranking · Spanish5#148
MTEB Spanish v1 · Classification · Spanish50.1#96
MTEB Thai v1 · Clustering · Thai4.8#117
MTEB Scandinavian v1 · Mean over tasks · multilingual (6 languages)28.1#135
MTEB Scandinavian v1 · Mean over task types · multilingual (6 languages)27.4#135
MTEB Scandinavian v1 · Classification · multilingual (6 languages)42.6#159
MTEB Scandinavian v1 · Retrieval · multilingual (3 languages)3.2#145
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)20.5#161
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)43.5#199
MTEB Russian v1.1 · Mean over tasks · Russian45.7#51
MTEB Russian v1.1 · Mean over task types · Russian41.5#51
MTEB Russian v1.1 · Classification · Russian57.3#60
MTEB Russian v1.1 · Clustering · Russian50.4#70
MTEB Russian v1.1 · Reranking · Russian32.8#88
MTEB Russian v1.1 · Multilabel Classification · Russian31.9#71
MTEB Russian v1.1 · STS · Russian57.2#76
MTEB Russian v1.1 · Retrieval · Russian11#66
MTEB Russian v1.1 · Pair Classification · Russian50.2#136
RTEB French beta · Mean over tasks · multilingual (2 languages)0.1#217
RTEB German beta · Mean over tasks · German3.1#213
RTEB Law beta · Mean over tasks · multilingual (4 languages)12.6#210
MTEB multilingual v2 · Clustering · multilingual (208 languages)27.5#154
MTEB multilingual v2 · STS · multilingual (35 languages)30.1#124
MTEB multilingual v2 · Classification · multilingual (119 languages)40.7#156
MTEB multilingual v2 · Retrieval · multilingual (120 languages)7.8#179
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)13.7#155
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)13.2#172
MTEB multilingual v2 · Instruction Reranking · English0.6#49
MTEB multilingual v2 · Reranking · multilingual (22 languages)32.1#170

FAQ

How much does Sbert Large Nlu Ru cost?›

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

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

#197 of 200 in Embeddings.

Is Sbert Large Nlu Ru better than Sbert Large MT Nlu Ru?›

On MTEB Russian v1.1 · Mean over task types · Russian, Sbert Large Nlu Ru scores 41.5 vs 45.8 — lower.

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

Released 2020-11-20. It is the current version in its line.

Is Sbert Large Nlu Ru open source?›

Yes, the weights are open (MIT licence).

Can I run Sbert Large Nlu Ru locally?›

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

What is Sbert Large Nlu Ru?›

Sbert Large Nlu Ru is an open-weights embeddings & retrieval model from ai-forever, released Nov 2020.

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

EmbeddingGemma 300M (better), Giga Embeddings Instruct (open weights).