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Distilrubert Small Cased Conversational

Jun 2022
DDistilrubert Small Cased Conversational
Compare in
on
self-host onlyprice
7.1MTEB English v2
Jun 2022released
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
···
201Silma Embeddding Matryoshka v0.17.5202Distilrubert Small Cased Conversational7.1203Arabic Mpnet Base All Nli Triplet7

Strong at

C
Embeddings & Retrieval#190 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 verified

Benchmarks

in Embeddings & Retrieval
BEIR · Mean over tasks · English8.4#190
BEIR · Mean over task types · English8.4#190
BEIR · Retrieval · English8.4#190
MTEB Persian v2 · Reranking · Persian20.9#135
JMTEB v2 · Clustering · Japanese9.6#152
JMTEB v2 · STS · Japanese24#157
LongEmbed · Mean over tasks · English8.9#161
LongEmbed · Mean over task types · English8.9#161
LongEmbed · Retrieval · English8.9#161
MTEB German v1 · Mean over tasks · German24.7#95
MTEB German v1 · Mean over task types · German23.2#97
MTEB German v1 · Clustering · German6.9#160
MTEB German v1 · Retrieval · German2.2#104
MTEB German v1 · Classification · German44.3#134
MTEB German v1 · STS · German32.9#123
MTEB German v1 · Pair Classification · German48.3#153
MTEB German v1 · Reranking · German4.5#145
MTEB Europe v1 · Retrieval · multilingual (25 languages)12#132
MTEB Europe v1 · STS · multilingual (8 languages)43#80
MTEB Europe v1 · Classification · multilingual (23 languages)44.2#120
MTEB Europe v1 · Clustering · multilingual (29 languages)18.5#167
MTEB Europe v1 · Instruction Reranking · English-0.6#75
MTEB Europe v1 · Reranking · multilingual (12 languages)31.6#171
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)4.1#165
MTEB French v1 · Mean over tasks · multilingual (2 languages)28.2#98
MTEB French v1 · Mean over task types · multilingual (2 languages)32.7#97
MTEB French v1 · STS · French52.9#99
MTEB French v1 · Retrieval · multilingual (2 languages)4.3#127
MTEB French v1 · Reranking · French34.8#127
MTEB French v1 · Clustering · French20#118
MTEB French v1 · Classification · French39.5#120
MTEB French v1 · Summarization · French28.1#138
MTEB French v1 · Pair Classification · French49.5#188
MTEB Indic v1 · Classification · multilingual (8 languages)41.7#118
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)2.7#126
MTEB Indic v1 · Reranking · multilingual (2 languages)32.1#189
MTEB Indic v1 · STS · multilingual (13 languages)-1.5#175
MTEB Indic v1 · Clustering · multilingual (21 languages)3#163
MTEB Korean v2 · STS · Korean1.9#85
MTEB Korean v2 · Reranking · Korean3.7#150
MTEB Korean v2 · Classification · Korean20.3#123
MTEB Dutch v1 · Mean over tasks · Dutch23.7#124
MTEB Dutch v1 · Mean over task types · Dutch33.8#125
MTEB Dutch v1 · Classification · Dutch40.5#116
MTEB Dutch v1 · Clustering · Dutch9.4#131
MTEB Dutch v1 · Retrieval · Dutch4.6#126
MTEB Dutch v1 · STS · Dutch47.8#128
MTEB Dutch v1 · Multilabel Classification · Dutch20.4#131
MTEB Dutch v1 · Pair Classification · Dutch60.2#99
MTEB Dutch v1 · Reranking · Dutch53.3#197
MTEB Polish v1 · Pair Classification · Polish56.5#143
MTEB Polish v1 · Classification · Polish40#109
MTEB Polish v1 · STS · Polish42.4#112
MTEB Portuguese v1 · Multilabel Classification · Portuguese18.1#140
MTEB Law v1 · Mean over tasks · multilingual (3 languages)14.9#156
MTEB Law v1 · Mean over task types · multilingual (3 languages)14.9#156
MTEB Law v1 · Retrieval · multilingual (3 languages)14.9#156
MTEB Medical v1 · Clustering · English22.9#226
MTEB Medical v1 · Reranking · Mandarin Chinese8.3#194
FollowIR · Mean over tasks · English-0.6#75
FollowIR · Mean over task types · English-0.6#75
FollowIR · Instruction Reranking · English-0.6#75
MTEB Spanish v1 · STS · multilingual (2 languages)43.7#74
MTEB Spanish v1 · Clustering · Spanish27.3#126
MTEB Spanish v1 · Reranking · Spanish7.1#143
MTEB Thai v1 · Clustering · Thai3.7#142
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)17.9#169
MTEB Scandinavian v1 · Classification · multilingual (6 languages)47.3#128
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)46.2#197
MTEB Russian v1.1 · Mean over tasks · Russian42.1#55
MTEB Russian v1.1 · Mean over task types · Russian38.2#56
MTEB Russian v1.1 · Classification · Russian55.2#64
MTEB Russian v1.1 · STS · Russian56.2#75
MTEB Russian v1.1 · Reranking · Russian27.8#95
MTEB Russian v1.1 · Clustering · Russian38.4#88
MTEB Russian v1.1 · Pair Classification · Russian53#107
MTEB Russian v1.1 · Retrieval · Russian7.1#74
MTEB Russian v1.1 · Multilabel Classification · Russian29.3#80
RTEB French beta · Mean over tasks · multilingual (2 languages)0.1#218
RTEB German beta · Mean over tasks · German3.7#200
RTEB Law beta · Mean over tasks · multilingual (4 languages)15.6#199
MTEB multilingual v2 · Classification · multilingual (119 languages)43.8#143
MTEB multilingual v2 · Clustering · multilingual (208 languages)25.9#160
MTEB multilingual v2 · STS · multilingual (35 languages)36.2#112
MTEB multilingual v2 · Retrieval · multilingual (120 languages)11.3#171
MTEB multilingual v2 · Instruction Reranking · English-0.6#75
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)13.1#160
MTEB multilingual v2 · Reranking · multilingual (22 languages)33.5#166

FAQ

How much does Distilrubert Small Cased Conversational cost?›

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

Is Distilrubert Small Cased Conversational free to use?›

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

How good is Distilrubert Small Cased Conversational, and what is it best at?›

#190 of 200 in Embeddings.

Is Distilrubert Small Cased Conversational better than Silma Embeddding Matryoshka v0.1?›

On MTEB English v2 · Retrieval · English, Distilrubert Small Cased Conversational scores 7.1 vs 7.5 — about the same.

When was Distilrubert Small Cased Conversational released? Is there a newer version?›

Released 2022-06-28. It is the current version in its line.

Is Distilrubert Small Cased Conversational open source?›

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

Can I run Distilrubert Small Cased Conversational locally?›

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

What is Distilrubert Small Cased Conversational?›

Distilrubert Small Cased Conversational is an open-weights embeddings & retrieval model from DeepPavlov, released Jun 2022.

What are the best alternatives to Distilrubert Small Cased Conversational?›

EmbeddingGemma 300M (better), Yuan Embedding 2.0 En (open weights).