Cohere Embed Multilingual Light v3.0

Nov 2023
Cohere Embed Multilingual Light v3.0
Compare in
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price not verifiedprice
52.1MTEB English v2
Nov 2023released
1K tokensMax input
en, es, fr +101Languages

Rankingconfiguration unstated?

Full ranking →
1LCO Embedding Omni 7B39.72LGAI Embedding Preview38.93Gemini Embedding 00138.34ICT TIME And Querit Embedding v1385Giga Embeddings Instruct37.7
···
145Bekko Embedding v1 A8m28.2146Cohere Embed Multilingual Light v3.028.2147Deepset Mxbai Embed De Large v128.1

Strong at

B
Embeddings & Retrieval#88 of 200

Alternatives?

ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen+34%—$0.002Languages: not verifiedaOpenLGAI Embedding Previewunstated+38%——Languages: loses es, fr, de +100iBetterE5 Base v2unstatedOpen+22%—$0.005Languages: loses es, fr, de +100tBetterGte BaseunstatedOpen+10%—$0.005Languages: loses es, fr, de +100BetterBge Base En v1.5unstatedOpen+7%—$0.005Languages: loses es, fr, de +100

Benchmarks

in Embeddings & Retrieval
MTEB Persian v2 · Reranking · Persian71.4#16
JMTEB v2 · Clustering · Japanese51#27
JMTEB v2 · STS · Japanese80.3#37
LongEmbed · Mean over tasks · English39.1#80
LongEmbed · Mean over task types · English39.1#80
LongEmbed · Retrieval · English39.1#80
MTEB German v1 · Clustering · German32.9#33
MTEB German v1 · Classification · German64.5#45
MTEB German v1 · STS · German69.4#25
MTEB German v1 · Pair Classification · German50.9#67
MTEB German v1 · Reranking · German48.3#36
MTEB Europe v1 · Retrieval · multilingual (25 languages)53.1#34
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)79.9#81
MTEB Europe v1 · Classification · multilingual (23 languages)57.8#33
MTEB Europe v1 · Clustering · multilingual (29 languages)41#57
MTEB Europe v1 · Instruction Reranking · English-2.5#145
MTEB Europe v1 · Pair Classification · multilingual (11 languages)87#43
MTEB Europe v1 · Reranking · multilingual (12 languages)57#60
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)16.5#53
MTEB French v1 · Mean over tasks · multilingual (2 languages)58.5#18
MTEB French v1 · Mean over task types · multilingual (2 languages)58.7#18
MTEB French v1 · STS · French78.8#18
MTEB French v1 · Retrieval · multilingual (2 languages)52.9#29
MTEB French v1 · Reranking · French79.2#29
MTEB French v1 · Clustering · French46.5#20
MTEB French v1 · Classification · French65#38
MTEB French v1 · Summarization · French31.4#20
MTEB French v1 · Pair Classification · French56.7#116
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)66.1#15
MTEB Indic v1 · Mean over task types · multilingual (25 languages)64.6#15
MTEB Indic v1 · Classification · multilingual (8 languages)65.2#16
MTEB Indic v1 · Retrieval · multilingual (14 languages)80.1#20
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)71.7#20
MTEB Indic v1 · Reranking · multilingual (2 languages)85.8#35
MTEB Indic v1 · Pair Classification · Hindi73.1#49
MTEB Indic v1 · STS · multilingual (13 languages)42.5#45
MTEB Indic v1 · Clustering · multilingual (21 languages)34#55
MTEB Korean v2 · Reranking · Korean54.6#33
MTEB Korean v2 · Classification · Korean58.8#26
MTEB Dutch v1 · Reranking · Dutch87.6#64
MTEB Polish v1 · Pair Classification · Polish80.9#44
MTEB Polish v1 · Classification · Polish58#38
MTEB Polish v1 · STS · Polish66.1#34
MTEB Portuguese v1 · Multilabel Classification · Portuguese19.8#87
MTEB Law v1 · Mean over tasks · multilingual (3 languages)50.2#49
MTEB Law v1 · Mean over task types · multilingual (3 languages)50.2#49
MTEB Law v1 · Retrieval · multilingual (3 languages)50.2#49
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)56.1#29
MTEB Medical v1 · Mean over task types · multilingual (10 languages)54.5#32
MTEB Medical v1 · Retrieval · multilingual (10 languages)59.2#29
MTEB Medical v1 · Clustering · English36.1#93
MTEB Medical v1 · Reranking · Mandarin Chinese68.2#78
FollowIR · Mean over tasks · English-2.5#145
FollowIR · Mean over task types · English-2.5#145
FollowIR · Instruction Reranking · English-2.5#145
MTEB Spanish v1 · Pair Classification · Spanish63.4#69
MTEB Spanish v1 · Clustering · Spanish44.9#38
MTEB Spanish v1 · Reranking · Spanish62.1#13
MTEB Thai v1 · Clustering · Thai44.7#53
MTEB Thai v1 · Pair Classification · Thai68.3#68
MTEB Scandinavian v1 · Mean over tasks · multilingual (6 languages)56.9#25
MTEB Scandinavian v1 · Mean over task types · multilingual (6 languages)57.1#27
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)41.3#34
MTEB Scandinavian v1 · Classification · multilingual (6 languages)59.7#38
MTEB Scandinavian v1 · Retrieval · multilingual (3 languages)63.1#29
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)64.4#98
MTEB Russian v1.1 · Classification · Russian58.4#51
MTEB Russian v1.1 · STS · Russian70#50
MTEB Russian v1.1 · Reranking · Russian66.2#28
MTEB Russian v1.1 · Clustering · Russian53.8#46
MTEB Russian v1.1 · Pair Classification · Russian56.7#70
MTEB Russian v1.1 · Multilabel Classification · Russian32.9#57
RTEB French beta · Mean over tasks · multilingual (2 languages)41.8#62
RTEB German beta · Mean over tasks · German44.2#77
RTEB Law beta · Mean over tasks · multilingual (4 languages)40.4#79
MTEB multilingual v2 · Classification · multilingual (119 languages)58.5#48
MTEB multilingual v2 · Clustering · multilingual (208 languages)44.8#53
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)77#66
MTEB multilingual v2 · Retrieval · multilingual (120 languages)55.8#61
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)65#55
MTEB multilingual v2 · Instruction Reranking · English-2.5#145
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)20.1#60
MTEB multilingual v2 · Reranking · multilingual (22 languages)62#52

FAQ

How much does Cohere Embed Multilingual Light v3.0 cost?›

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

How good is Cohere Embed Multilingual Light v3.0, and what is it best at?›

#88 of 200 in Embeddings.

Is Cohere Embed Multilingual Light v3.0 better than Bekko Embedding v1 A8m?›

On MTEB English v2 · Summarization · English, Cohere Embed Multilingual Light v3.0 scores 28.2 vs 28.2 — about the same.

When was Cohere Embed Multilingual Light v3.0 released? Is there a newer version?›

Released 2023-11-02. It is the current version in its line.

Is Cohere Embed Multilingual Light v3.0 open source?›

No, Cohere Embed Multilingual Light v3.0 is a closed model available through an API. The closest open-weights option here is LGAI Embedding Preview.

What is Cohere Embed Multilingual Light v3.0?›

Cohere Embed Multilingual Light v3.0 is a closed embeddings & retrieval model from Cohere, released Nov 2023.

What are the best alternatives to Cohere Embed Multilingual Light v3.0?›

EmbeddingGemma 300M (better), LGAI Embedding Preview (open weights).