W

UAE Large v1

Dec 2023
WUAE Large v1
Compare in
on
API price not publicprice
55.9MTEB English v2
Dec 2023released
1,024Dimensions
1K tokensMax input
enLanguages

Rankingconfiguration unstated?

Full ranking →
1F2LLM v2 14B72.52F2LLM v2 8B71.43Inf Retriever v169.54F2LLM v2 4B69.15GritLM 7B65.9
···
55Nomic Embed Text v1 Unsupervised40.556UAE Large v140.557GIST Large Embedding v040.3

Strong at

B
Embeddings & Retrieval#51 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 · English54.6#51
BEIR · Mean over task types · English54.6#51
BEIR · Retrieval · English54.6#51
MTEB Persian v2 · Reranking · Persian43.3#70
JMTEB v2 · Clustering · Japanese18.4#103
JMTEB v2 · STS · Japanese61.4#104
LongEmbed · Mean over tasks · English40.1#74
LongEmbed · Mean over task types · English40.1#74
LongEmbed · Retrieval · English40.1#74
MTEB German v1 · Mean over tasks · German43.9#37
MTEB German v1 · Mean over task types · German42.7#38
MTEB German v1 · Clustering · German27.3#62
MTEB German v1 · Retrieval · German41.1#43
MTEB German v1 · Classification · German53.7#74
MTEB German v1 · STS · German52.8#66
MTEB German v1 · Pair Classification · German50.1#82
MTEB German v1 · Reranking · German31.4#67
MTEB Europe v1 · Mean over tasks · multilingual (29 languages)49.5#34
MTEB Europe v1 · Mean over task types · multilingual (29 languages)43.7#36
MTEB Europe v1 · Retrieval · multilingual (25 languages)44.5#53
MTEB Europe v1 · STS · multilingual (8 languages)68.6#41
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)42.6#105
MTEB Europe v1 · Classification · multilingual (23 languages)52.5#58
MTEB Europe v1 · Clustering · multilingual (29 languages)37.9#78
MTEB Europe v1 · Instruction Reranking · English-2.1#130
MTEB Europe v1 · Pair Classification · multilingual (11 languages)84.4#64
MTEB Europe v1 · Reranking · multilingual (12 languages)51.6#93
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)13.4#84
MTEB French v1 · Mean over tasks · multilingual (2 languages)53.2#29
MTEB French v1 · Mean over task types · multilingual (2 languages)53.9#30
MTEB French v1 · STS · French73.8#39
MTEB French v1 · Retrieval · multilingual (2 languages)40.5#56
MTEB French v1 · Reranking · French70.3#59
MTEB French v1 · Clustering · French46.2#23
MTEB French v1 · Classification · French59.1#57
MTEB French v1 · Summarization · French29.9#91
MTEB French v1 · Pair Classification · French57.2#105
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)33.5#79
MTEB Indic v1 · Mean over task types · multilingual (25 languages)23.2#88
MTEB Indic v1 · Classification · multilingual (8 languages)44.6#76
MTEB Indic v1 · Retrieval · multilingual (14 languages)13.2#105
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)4#103
MTEB Indic v1 · Reranking · multilingual (2 languages)41.3#153
MTEB Indic v1 · Pair Classification · Hindi53.6#132
MTEB Indic v1 · STS · multilingual (13 languages)2.3#150
MTEB Indic v1 · Clustering · multilingual (21 languages)3.1#153
MTEB Korean v2 · STS · Korean41#56
MTEB Korean v2 · Reranking · Korean21.9#68
MTEB Korean v2 · Classification · Korean23.4#74
MTEB Dutch v1 · Mean over tasks · Dutch43#67
MTEB Dutch v1 · Mean over task types · Dutch49.9#72
MTEB Dutch v1 · Classification · Dutch50.9#73
MTEB Dutch v1 · Clustering · Dutch25.5#71
MTEB Dutch v1 · Retrieval · Dutch40.6#68
MTEB Dutch v1 · STS · Dutch62.5#83
MTEB Dutch v1 · Multilabel Classification · Dutch31.8#68
MTEB Dutch v1 · Pair Classification · Dutch60.1#100
MTEB Dutch v1 · Reranking · Dutch77.9#135
MTEB Polish v1 · Pair Classification · Polish65.7#87
MTEB Polish v1 · Classification · Polish43.9#69
MTEB Polish v1 · STS · Polish56.1#76
MTEB Portuguese v1 · Multilabel Classification · Portuguese20.7#63
MTEB Law v1 · Mean over tasks · multilingual (3 languages)39.3#93
MTEB Law v1 · Mean over task types · multilingual (3 languages)39.3#93
MTEB Law v1 · Retrieval · multilingual (3 languages)39.3#93
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)41.4#52
MTEB Medical v1 · Mean over task types · multilingual (10 languages)33.7#69
MTEB Medical v1 · Retrieval · multilingual (10 languages)45#56
MTEB Medical v1 · Clustering · English35.9#103
MTEB Medical v1 · Reranking · Mandarin Chinese20.2#134
FollowIR · Mean over tasks · English-2.1#130
FollowIR · Mean over task types · English-2.1#130
FollowIR · Instruction Reranking · English-2.1#130
MTEB Spanish v1 · Pair Classification · Spanish61.3#92
MTEB Spanish v1 · STS · multilingual (2 languages)67.2#46
MTEB Spanish v1 · Clustering · Spanish43#54
MTEB Spanish v1 · Reranking · Spanish42.9#67
MTEB Thai v1 · Clustering · Thai3#183
MTEB Thai v1 · Pair Classification · Thai51.4#147
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)36.1#66
MTEB Scandinavian v1 · Classification · multilingual (6 languages)48.6#99
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)61.8#126
MTEB Russian v1.1 · Mean over tasks · Russian32.2#61
MTEB Russian v1.1 · Mean over task types · Russian32.9#61
MTEB Russian v1.1 · Classification · Russian34.5#97
MTEB Russian v1.1 · STS · Russian44.8#91
MTEB Russian v1.1 · Reranking · Russian35.7#80
MTEB Russian v1.1 · Clustering · Russian19.2#105
MTEB Russian v1.1 · Pair Classification · Russian47.8#156
MTEB Russian v1.1 · Retrieval · Russian22.1#54
MTEB Russian v1.1 · Multilabel Classification · Russian26.2#110
RTEB Finnish beta · Mean over tasks · English57.5#47
RTEB French beta · Mean over tasks · multilingual (2 languages)27.3#102
RTEB German beta · Mean over tasks · German16.5#136
RTEB Health beta · Mean over tasks · multilingual (4 languages)46.7#54
RTEB Law beta · Mean over tasks · multilingual (4 languages)30.6#142
MTEB multilingual v2 · Mean over tasks · multilingual (1037 languages)46.1#63
MTEB multilingual v2 · Mean over task types · multilingual (1037 languages)39.6#63
MTEB multilingual v2 · Classification · multilingual (119 languages)49.7#86
MTEB multilingual v2 · Clustering · multilingual (208 languages)41.9#69
MTEB multilingual v2 · STS · multilingual (35 languages)60.8#73
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)72.8#103
MTEB multilingual v2 · Retrieval · multilingual (120 languages)41.2#86
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)26.8#110
MTEB multilingual v2 · Instruction Reranking · English-2.1#130
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)17.2#91
MTEB multilingual v2 · Reranking · multilingual (22 languages)48.3#94

FAQ

How much does UAE Large v1 cost?›

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

Is UAE Large v1 free to use?›

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

How good is UAE Large v1, and what is it best at?›

#51 of 200 in Embeddings.

Is UAE Large v1 better than Nomic Embed Text v1 Unsupervised?›

On MTEB French v1 · Retrieval · multilingual (2 languages), UAE Large v1 scores 40.5 vs 40.5 — about the same.

When was UAE Large v1 released? Is there a newer version?›

Released 2023-12-04. It is the current version in its line.

Is UAE Large v1 open source?›

Yes, the weights are open (MIT licence).

Can I run UAE Large v1 locally?›

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

What is UAE Large v1?›

UAE Large v1 is an open-weights embeddings & retrieval model from WhereIsAI, released Dec 2023.

What are the best alternatives to UAE Large v1?›

Multilingual E5 Large Instruct (better), F2LLM v2 8B (open weights).