Cohere Embed English Light v3.0

Nov 2023
Cohere Embed English Light v3.0
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price not verifiedprice
53.2MTEB English v2
Nov 2023released
1K tokensMax input
enLanguages

Rankingconfiguration unstated?

Full ranking →
1Seed1.6 Embedding 121539.52Jina Embeddings v5 Omni Small31.82Jina Embeddings v5 Text Small31.84Jina Embeddings v5 Omni Nano30.84Jina Embeddings v5 Text Nano30.8
···
103Mmlw E5 Large12.3104Cohere Embed English Light v3.012.3105Nomic Embed Text v1 Ablated12.3

Strong at

B
Embeddings & Retrieval#80 of 200

Alternatives?

ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen+52%—$0.002Languages: not verifiedOpenJina Embeddings v5 Text Smallunstated×2.6—$0.05Languages: not verifiedBetterQwen 3 Embedding 8BunstatedOpen+92%—$0.01Languages: not verifiedBetterQwen 3 Embedding 0.6BunstatedOpen+65%—$0.01Languages: not verifiediBetterMultilingual E5 Large InstructunstatedOpen+40%—$0.01

Benchmarks

in Embeddings & Retrieval
MTEB Persian v2 · Reranking · Persian30.8#105
JMTEB v2 · Clustering · Japanese19.3#96
JMTEB v2 · STS · Japanese62.5#96
LongEmbed · Mean over tasks · English38.6#85
LongEmbed · Mean over task types · English38.6#85
LongEmbed · Retrieval · English38.6#85
MTEB German v1 · Clustering · German24.6#87
MTEB German v1 · Classification · German51.2#84
MTEB German v1 · STS · German51.8#73
MTEB German v1 · Pair Classification · German48.4#149
MTEB German v1 · Reranking · German28.6#72
MTEB Europe v1 · Retrieval · multilingual (25 languages)44.8#51
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)38.8#120
MTEB Europe v1 · Classification · multilingual (23 languages)51.1#71
MTEB Europe v1 · Clustering · multilingual (29 languages)36.5#93
MTEB Europe v1 · Instruction Reranking · English-1.4#100
MTEB Europe v1 · Pair Classification · multilingual (11 languages)83.6#78
MTEB Europe v1 · Reranking · multilingual (12 languages)51.2#99
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)12.3#104
MTEB French v1 · Mean over tasks · multilingual (2 languages)50.6#42
MTEB French v1 · Mean over task types · multilingual (2 languages)52.1#42
MTEB French v1 · STS · French71.9#52
MTEB French v1 · Retrieval · multilingual (2 languages)39.2#62
MTEB French v1 · Reranking · French68.7#68
MTEB French v1 · Clustering · French42.3#46
MTEB French v1 · Classification · French55.7#66
MTEB French v1 · Summarization · French30.7#50
MTEB French v1 · Pair Classification · French55.9#128
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)35#69
MTEB Indic v1 · Mean over task types · multilingual (25 languages)25.4#68
MTEB Indic v1 · Classification · multilingual (8 languages)45.5#72
MTEB Indic v1 · Retrieval · multilingual (14 languages)18.5#81
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)4#104
MTEB Indic v1 · Reranking · multilingual (2 languages)48.2#132
MTEB Indic v1 · Pair Classification · Hindi52.9#141
MTEB Indic v1 · STS · multilingual (13 languages)4.2#133
MTEB Indic v1 · Clustering · multilingual (21 languages)4.2#114
MTEB Korean v2 · Reranking · Korean8.8#115
MTEB Korean v2 · Classification · Korean22.3#94
MTEB Dutch v1 · Reranking · Dutch80.8#107
MTEB Polish v1 · Pair Classification · Polish68.4#74
MTEB Polish v1 · Classification · Polish42.8#79
MTEB Polish v1 · STS · Polish56.2#74
MTEB Portuguese v1 · Multilabel Classification · Portuguese19.3#104
MTEB Law v1 · Mean over tasks · multilingual (3 languages)40.4#80
MTEB Law v1 · Mean over task types · multilingual (3 languages)40.4#80
MTEB Law v1 · Retrieval · multilingual (3 languages)40.4#80
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)41.4#53
MTEB Medical v1 · Mean over task types · multilingual (10 languages)34.6#57
MTEB Medical v1 · Retrieval · multilingual (10 languages)44.3#61
MTEB Medical v1 · Clustering · English38.4#58
MTEB Medical v1 · Reranking · Mandarin Chinese21.1#131
FollowIR · Mean over tasks · English-1.4#100
FollowIR · Mean over task types · English-1.4#100
FollowIR · Instruction Reranking · English-1.4#100
MTEB Spanish v1 · Pair Classification · Spanish58#129
MTEB Spanish v1 · Clustering · Spanish41.7#67
MTEB Spanish v1 · Reranking · Spanish45.1#61
MTEB Thai v1 · Clustering · Thai4.4#123
MTEB Thai v1 · Pair Classification · Thai52#124
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)30.9#114
MTEB Scandinavian v1 · Classification · multilingual (6 languages)48.7#95
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)63#107
MTEB Russian v1.1 · Classification · Russian31.9#104
MTEB Russian v1.1 · STS · Russian41.1#103
MTEB Russian v1.1 · Reranking · Russian34.8#81
MTEB Russian v1.1 · Clustering · Russian16.2#118
MTEB Russian v1.1 · Pair Classification · Russian45#189
MTEB Russian v1.1 · Multilabel Classification · Russian26.7#103
RTEB French beta · Mean over tasks · multilingual (2 languages)23#118
RTEB German beta · Mean over tasks · German20.3#123
RTEB Law beta · Mean over tasks · multilingual (4 languages)33.2#116
MTEB multilingual v2 · Classification · multilingual (119 languages)48.9#94
MTEB multilingual v2 · Clustering · multilingual (208 languages)40.4#90
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)72#115
MTEB multilingual v2 · Retrieval · multilingual (120 languages)41.8#85
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)26.1#116
MTEB multilingual v2 · Instruction Reranking · English-1.4#100
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)16.4#105
MTEB multilingual v2 · Reranking · multilingual (22 languages)48#97

FAQ

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

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

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

#80 of 200 in Embeddings.

Is Cohere Embed English Light v3.0 better than Mmlw E5 Large?›

On MTEB Europe v1 · Multilabel Classification · multilingual (23 languages), Cohere Embed English Light v3.0 scores 12.3 vs 12.3 — about the same.

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

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

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

No, Cohere Embed English Light v3.0 is a closed model available through an API. The closest open-weights option here is Jina Embeddings v5 Text Small.

What is Cohere Embed English Light v3.0?›

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

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

EmbeddingGemma 300M (better), Jina Embeddings v5 Text Small (open weights).