a

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 →
1FollowIR 7B12.22Qwen 3 Embedding 4B11.63Llama Embed Nemotron 8B10.84Qwen 3 Embedding 8B10.15Octen Embedding 8B8.9
···
48F2LLM v2 1.7B0.649Sbert Large Nlu Ru0.650BidirLM 1.7B Embedding0.5

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#143
JMTEB v2 · STS · Japanese25.3#156
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#101
MTEB German v1 · Mean over task types · German20#101
MTEB German v1 · Clustering · German12.2#137
MTEB German v1 · Retrieval · German1.7#106
MTEB German v1 · Classification · German30.5#164
MTEB German v1 · STS · German22.7#128
MTEB German v1 · Pair Classification · German48.9#139
MTEB German v1 · Reranking · German3.9#146
MTEB Europe v1 · Retrieval · multilingual (25 languages)7.9#138
MTEB Europe v1 · STS · multilingual (8 languages)37.3#83
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)14.4#177
MTEB Europe v1 · Classification · multilingual (23 languages)42.5#132
MTEB Europe v1 · Clustering · multilingual (29 languages)21.4#160
MTEB Europe v1 · Instruction Reranking · English0.6#49
MTEB Europe v1 · Reranking · multilingual (12 languages)27.4#178
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)4.6#160
MTEB French v1 · Mean over tasks · multilingual (2 languages)26.9#99
MTEB French v1 · Mean over task types · multilingual (2 languages)31.9#99
MTEB French v1 · STS · French47.9#103
MTEB French v1 · Retrieval · multilingual (2 languages)3.6#128
MTEB French v1 · Reranking · French33.4#131
MTEB French v1 · Clustering · French26.4#107
MTEB French v1 · Classification · French29.5#130
MTEB French v1 · Summarization · French28.1#141
MTEB French v1 · Pair Classification · French54.5#153
MTEB Indic v1 · Classification · multilingual (8 languages)41#126
MTEB Indic v1 · Retrieval · multilingual (14 languages)2.5#145
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)4.6#96
MTEB Indic v1 · Reranking · multilingual (2 languages)32.3#188
MTEB Indic v1 · STS · multilingual (13 languages)-1.6#177
MTEB Indic v1 · Clustering · multilingual (21 languages)3.8#126
MTEB Korean v2 · STS · Korean-1#92
MTEB Korean v2 · Reranking · Korean4.9#140
MTEB Korean v2 · Classification · Korean19#138
MTEB Dutch v1 · Mean over tasks · Dutch21.3#129
MTEB Dutch v1 · Mean over task types · Dutch30.8#129
MTEB Dutch v1 · Classification · Dutch34.2#131
MTEB Dutch v1 · Clustering · Dutch11.9#118
MTEB Dutch v1 · Retrieval · Dutch2.9#130
MTEB Dutch v1 · STS · Dutch40.2#133
MTEB Dutch v1 · Multilabel Classification · Dutch21.9#122
MTEB Dutch v1 · Pair Classification · Dutch59.4#106
MTEB Dutch v1 · Reranking · Dutch45.2#203
MTEB Polish v1 · Pair Classification · Polish51.2#151
MTEB Polish v1 · Classification · Polish36.4#134
MTEB Polish v1 · STS · Polish36.3#120
MTEB Portuguese v1 · Multilabel Classification · Portuguese19.2#107
MTEB Law v1 · Mean over tasks · multilingual (3 languages)11.9#157
MTEB Law v1 · Mean over task types · multilingual (3 languages)11.9#157
MTEB Law v1 · Retrieval · multilingual (3 languages)11.9#157
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)6.9#135
MTEB Medical v1 · Mean over task types · multilingual (10 languages)11.3#135
MTEB Medical v1 · Retrieval · multilingual (10 languages)3.3#137
MTEB Medical v1 · Clustering · English23#224
MTEB Medical v1 · Reranking · Mandarin Chinese7.6#197
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#78
MTEB Spanish v1 · Clustering · Spanish29.6#121
MTEB Spanish v1 · Reranking · Spanish5#148
MTEB Thai v1 · Clustering · Thai4.8#116
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)20.5#154
MTEB Scandinavian v1 · Classification · multilingual (6 languages)42.6#152
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)43.5#198
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#58
MTEB Russian v1.1 · STS · Russian57.2#74
MTEB Russian v1.1 · Reranking · Russian32.8#88
MTEB Russian v1.1 · Clustering · Russian50.4#65
MTEB Russian v1.1 · Pair Classification · Russian50.2#135
MTEB Russian v1.1 · Retrieval · Russian11#66
MTEB Russian v1.1 · Multilabel Classification · Russian31.9#66
RTEB French beta · Mean over tasks · multilingual (2 languages)0.1#214
RTEB German beta · Mean over tasks · German3.1#205
RTEB Law beta · Mean over tasks · multilingual (4 languages)12.6#203
MTEB multilingual v2 · Classification · multilingual (119 languages)40.7#155
MTEB multilingual v2 · Clustering · multilingual (208 languages)27.5#153
MTEB multilingual v2 · STS · multilingual (35 languages)30.1#116
MTEB multilingual v2 · Retrieval · multilingual (120 languages)7.8#177
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)13.2#171
MTEB multilingual v2 · Instruction Reranking · English0.6#49
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)13.7#154
MTEB multilingual v2 · Reranking · multilingual (22 languages)32.1#169

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 F2LLM v2 1.7B?›

On FollowIR · Mean over task types · English, Sbert Large Nlu Ru scores 0.6 vs 0.6 — about the same.

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), Qwen 3 Embedding 4B (open weights).