Cohere Embed English Light v3.0

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

Rankingconfiguration unstated?

Full ranking →
1Multilingual E5 Base332Rubert Tiny232.53Sentence Croissant Alpha v0.332.54Speed Embedding 7B Instruct32.45Bilingual Embedding Small32.3
···
51Snowflake Arctic Embed L v2.030.752Cohere Embed English Light v3.030.753SFR Embedding 2 R30.6

Strong at

B
Embeddings & Retrieval#80 of 200

Benchmarks

in Embeddings & Retrieval
MTEB Persian v2 · Reranking · Persian30.8#105
JMTEB v2 · Clustering · Japanese19.3#102
JMTEB v2 · STS · Japanese62.5#102
LongEmbed · Mean over tasks · English38.6#85
LongEmbed · Mean over task types · English38.6#85
LongEmbed · Retrieval · English38.6#85
MTEB German v1 · Classification · German51.2#87
MTEB German v1 · Pair Classification · German48.4#156
MTEB German v1 · STS · German51.8#78
MTEB German v1 · Clustering · German24.6#90
MTEB German v1 · Reranking · German28.6#72
MTEB Europe v1 · Classification · multilingual (23 languages)51.1#74
MTEB Europe v1 · Instruction Reranking · English-1.4#100
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)12.3#104
MTEB Europe v1 · Pair Classification · multilingual (11 languages)83.6#92
MTEB Europe v1 · Clustering · multilingual (29 languages)36.5#94
MTEB Europe v1 · Retrieval · multilingual (25 languages)44.8#63
MTEB Europe v1 · Reranking · multilingual (12 languages)51.2#99
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)38.8#121
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#56
MTEB French v1 · Retrieval · multilingual (2 languages)39.2#67
MTEB French v1 · Classification · French55.7#69
MTEB French v1 · Clustering · French42.3#46
MTEB French v1 · Reranking · French68.7#76
MTEB French v1 · Pair Classification · French55.9#128
MTEB French v1 · Summarization · French30.7#52
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)35#73
MTEB Indic v1 · Mean over task types · multilingual (25 languages)25.4#72
MTEB Indic v1 · Classification · multilingual (8 languages)45.5#79
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)4#109
MTEB Indic v1 · STS · multilingual (13 languages)4.2#134
MTEB Indic v1 · Reranking · multilingual (2 languages)48.2#133
MTEB Indic v1 · Retrieval · multilingual (14 languages)18.5#87
MTEB Indic v1 · Pair Classification · Hindi52.9#142
MTEB Indic v1 · Clustering · multilingual (21 languages)4.2#115
MTEB Korean v2 · Classification · Korean22.3#105
MTEB Korean v2 · Reranking · Korean8.8#120
MTEB Dutch v1 · Reranking · Dutch80.8#107
MTEB Polish v1 · Classification · Polish42.8#87
MTEB Polish v1 · STS · Polish56.2#79
MTEB Polish v1 · Pair Classification · Polish68.4#82
MTEB Portuguese v1 · Multilabel Classification · Portuguese19.3#105
MTEB Law v1 · Mean over tasks · multilingual (3 languages)40.4#84
MTEB Law v1 · Mean over task types · multilingual (3 languages)40.4#84
MTEB Law v1 · Retrieval · multilingual (3 languages)40.4#84
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)41.4#56
MTEB Medical v1 · Mean over task types · multilingual (10 languages)34.6#60
MTEB Medical v1 · Retrieval · multilingual (10 languages)44.3#64
MTEB Medical v1 · Clustering · English38.4#58
MTEB Medical v1 · Reranking · Mandarin Chinese21.1#136
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 · Clustering · Spanish41.7#67
MTEB Spanish v1 · Pair Classification · Spanish58#129
MTEB Spanish v1 · Reranking · Spanish45.1#61
MTEB Thai v1 · Pair Classification · Thai52#125
MTEB Thai v1 · Clustering · Thai4.4#124
MTEB Scandinavian v1 · Classification · multilingual (6 languages)48.7#100
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)30.9#121
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)63#107
MTEB Russian v1.1 · Classification · Russian31.9#107
MTEB Russian v1.1 · Clustering · Russian16.2#123
MTEB Russian v1.1 · Reranking · Russian34.8#81
MTEB Russian v1.1 · Multilabel Classification · Russian26.7#108
MTEB Russian v1.1 · STS · Russian41.1#105
MTEB Russian v1.1 · Pair Classification · Russian45#190
RTEB French beta · Mean over tasks · multilingual (2 languages)23#121
RTEB German beta · Mean over tasks · German20.3#131
RTEB Law beta · Mean over tasks · multilingual (4 languages)33.2#123
MTEB multilingual v2 · Clustering · multilingual (208 languages)40.4#90
MTEB multilingual v2 · Classification · multilingual (119 languages)48.9#95
MTEB multilingual v2 · Retrieval · multilingual (120 languages)41.8#87
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)16.4#105
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)26.1#117
MTEB multilingual v2 · Instruction Reranking · English-1.4#100
MTEB multilingual v2 · Reranking · multilingual (22 languages)48#98
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)72#116

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 Snowflake Arctic Embed L v2.0?›

On MTEB French v1 · Summarization · French, Cohere Embed English Light v3.0 scores 30.7 vs 30.7 — 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 Multilingual E5 Base.

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?›

Multilingual E5 Base (better).