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E5 Base 4K

Mar 2024
dE5 Base 4K
Compare in
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price not verifiedprice
41.5MTEB English v2
Mar 2024released
768Dimensions
4K tokensMax input
enLanguages

Rankingconfiguration unstated?

Full ranking →
1Uibk Embedding v191.52GTE ModernColBERT v190.63UltraBERT Embed 150M79.34Voyage Multilingual 279.25Voyage Law 278.8
···
41Snowflake Arctic Embed M v2.055.442E5 Base 4K54.543Text Embedding 3 Small53.6

Strong at

C
Embeddings & Retrieval#142 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
BEIR · Mean over tasks · English50.3#100
BEIR · Mean over task types · English50.3#100
BEIR · Retrieval · English50.3#100
MTEB Persian v2 · Reranking · Persian30#110
JMTEB v2 · Clustering · Japanese21.1#87
JMTEB v2 · STS · Japanese57.8#113
LongEmbed · Mean over tasks · English54.5#42
LongEmbed · Mean over task types · English54.5#42
LongEmbed · Retrieval · English54.5#42
MTEB German v1 · Mean over tasks · German40.8#52
MTEB German v1 · Mean over task types · German38.6#61
MTEB German v1 · Clustering · German23.3#97
MTEB German v1 · Retrieval · German34.5#70
MTEB German v1 · Classification · German54.4#70
MTEB German v1 · STS · German48.8#90
MTEB German v1 · Pair Classification · German49.9#91
MTEB German v1 · Reranking · German20.9#102
MTEB Europe v1 · Retrieval · multilingual (25 languages)41.7#70
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)40.9#111
MTEB Europe v1 · Classification · multilingual (23 languages)52#60
MTEB Europe v1 · Clustering · multilingual (29 languages)33.8#122
MTEB Europe v1 · Instruction Reranking · English-2.9#160
MTEB Europe v1 · Pair Classification · multilingual (11 languages)84.2#70
MTEB Europe v1 · Reranking · multilingual (12 languages)48.5#124
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)11.2#115
MTEB French v1 · Mean over tasks · multilingual (2 languages)49.7#45
MTEB French v1 · Mean over task types · multilingual (2 languages)50.4#56
MTEB French v1 · STS · French67.4#73
MTEB French v1 · Retrieval · multilingual (2 languages)34.7#80
MTEB French v1 · Reranking · French62.5#97
MTEB French v1 · Clustering · French43.7#34
MTEB French v1 · Classification · French58.5#59
MTEB French v1 · Summarization · French29.5#103
MTEB French v1 · Pair Classification · French56.4#119
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)34.6#70
MTEB Indic v1 · Mean over task types · multilingual (25 languages)23.4#87
MTEB Indic v1 · Classification · multilingual (8 languages)46.3#64
MTEB Indic v1 · Retrieval · multilingual (14 languages)13.9#101
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)4.9#93
MTEB Indic v1 · Reranking · multilingual (2 languages)45.6#142
MTEB Indic v1 · Pair Classification · Hindi52.9#142
MTEB Indic v1 · STS · multilingual (13 languages)-3.2#187
MTEB Indic v1 · Clustering · multilingual (21 languages)3.2#149
MTEB Korean v2 · Reranking · Korean10.3#102
MTEB Korean v2 · Classification · Korean22#96
MTEB Dutch v1 · Reranking · Dutch77.9#136
MTEB Polish v1 · Pair Classification · Polish67.6#77
MTEB Polish v1 · Classification · Polish45#67
MTEB Polish v1 · STS · Polish54.3#84
MTEB Portuguese v1 · Multilabel Classification · Portuguese19.1#109
MTEB Law v1 · Mean over tasks · multilingual (3 languages)41.9#68
MTEB Law v1 · Mean over task types · multilingual (3 languages)41.9#68
MTEB Law v1 · Retrieval · multilingual (3 languages)41.9#68
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)36.9#84
MTEB Medical v1 · Mean over task types · multilingual (10 languages)30.7#88
MTEB Medical v1 · Retrieval · multilingual (10 languages)39.7#81
MTEB Medical v1 · Clustering · English33.3#158
MTEB Medical v1 · Reranking · Mandarin Chinese19.2#145
FollowIR · Mean over tasks · English-2.9#160
FollowIR · Mean over task types · English-2.9#160
FollowIR · Instruction Reranking · English-2.9#160
MTEB Spanish v1 · Pair Classification · Spanish59.6#107
MTEB Spanish v1 · Clustering · Spanish46.3#29
MTEB Spanish v1 · Reranking · Spanish31.2#95
MTEB Thai v1 · Clustering · Thai3.2#178
MTEB Thai v1 · Pair Classification · Thai51.8#131
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)32.3#106
MTEB Scandinavian v1 · Classification · multilingual (6 languages)49.7#82
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)64.4#97
MTEB Russian v1.1 · Mean over tasks · Russian27.7#71
MTEB Russian v1.1 · Mean over task types · Russian27.5#71
MTEB Russian v1.1 · Classification · Russian34.6#96
MTEB Russian v1.1 · STS · Russian43#97
MTEB Russian v1.1 · Reranking · Russian19.3#123
MTEB Russian v1.1 · Clustering · Russian15.4#126
MTEB Russian v1.1 · Pair Classification · Russian50.8#129
MTEB Russian v1.1 · Retrieval · Russian3.2#82
MTEB Russian v1.1 · Multilabel Classification · Russian25.9#122
RTEB French beta · Mean over tasks · multilingual (2 languages)17.9#137
RTEB German beta · Mean over tasks · German26.9#107
RTEB Law beta · Mean over tasks · multilingual (4 languages)34.5#103
MTEB multilingual v2 · Classification · multilingual (119 languages)50.2#83
MTEB multilingual v2 · Clustering · multilingual (208 languages)38.1#117
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)72.9#100
MTEB multilingual v2 · Retrieval · multilingual (120 languages)36.8#117
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)27.9#106
MTEB multilingual v2 · Instruction Reranking · English-2.9#160
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)15.7#123
MTEB multilingual v2 · Reranking · multilingual (22 languages)42.5#128

FAQ

How much does E5 Base 4K cost?›

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

How good is E5 Base 4K, and what is it best at?›

#142 of 200 in Embeddings.

Is E5 Base 4K better than Snowflake Arctic Embed M v2.0?›

On LongEmbed · Mean over tasks · English, E5 Base 4K scores 54.5 vs 55.4 — about the same.

When was E5 Base 4K released? Is there a newer version?›

Released 2024-03-28. It is the current version in its line.

Is E5 Base 4K open source?›

Yes, the weights are open (MIT licence).

Can I run E5 Base 4K locally?›

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

What is E5 Base 4K?›

E5 Base 4K is an open-weights embeddings & retrieval model from dwzhu, released Mar 2024.

What are the best alternatives to E5 Base 4K?›

Bge M3 (better), Uibk Embedding v1 (open weights).