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Arabic MiniLM L12 v2 All Nli Triplet

Jun 2024
OArabic MiniLM L12 v2 All Nli Triplet
Compare in
on
self-host onlyprice
29.4MTEB English v2
Jun 2024released
384Dimensions
0K tokensMax input
arLanguages

Rankingconfiguration unstated?

Full ranking →
1Yuan Embedding 2.0 En70.72Ingot 8B R3703Qwen 3 Embedding 8B69.44Geevec Embeddings 1.068.85Qwen 3 Embedding 4B68.5
···
174LLM2Vec Mistral 7B Instruct v2 Mntp Unsup Simcse31175Arabic MiniLM L12 v2 All Nli Triplet29.4176Static Similarity Mrl Multilingual v128.8

Strong at

C
Embeddings & Retrieval#163 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
LicenceApache-2.0free for commercial use

Benchmarks

in Embeddings & Retrieval
BEIR · Mean over tasks · English27.9#169
BEIR · Mean over task types · English27.9#169
BEIR · Retrieval · English27.9#169
MTEB Persian v2 · Reranking · Persian58.7#49
JMTEB v2 · Clustering · Japanese38.8#67
JMTEB v2 · STS · Japanese77.1#58
LongEmbed · Mean over tasks · English17.9#155
LongEmbed · Mean over task types · English17.9#155
LongEmbed · Retrieval · English17.9#155
MTEB German v1 · Mean over tasks · German44.8#36
MTEB German v1 · Mean over task types · German44.2#35
MTEB German v1 · Clustering · German24.4#89
MTEB German v1 · Retrieval · German34.9#68
MTEB German v1 · Classification · German59.6#59
MTEB German v1 · STS · German61.3#49
MTEB German v1 · Pair Classification · German49.6#96
MTEB German v1 · Reranking · German35.1#61
MTEB Europe v1 · Mean over tasks · multilingual (29 languages)51.7#29
MTEB Europe v1 · Mean over task types · multilingual (29 languages)46.3#29
MTEB Europe v1 · Retrieval · multilingual (25 languages)35.7#99
MTEB Europe v1 · STS · multilingual (8 languages)73.4#22
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)78.5#83
MTEB Europe v1 · Classification · multilingual (23 languages)53.5#50
MTEB Europe v1 · Clustering · multilingual (29 languages)33.6#125
MTEB Europe v1 · Instruction Reranking · English-1.2#92
MTEB Europe v1 · Pair Classification · multilingual (11 languages)89.3#18
MTEB Europe v1 · Reranking · multilingual (12 languages)49.4#113
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)4.8#159
MTEB French v1 · Mean over tasks · multilingual (2 languages)49.6#47
MTEB French v1 · Mean over task types · multilingual (2 languages)51.5#46
MTEB French v1 · STS · French77.3#29
MTEB French v1 · Retrieval · multilingual (2 languages)33.8#85
MTEB French v1 · Reranking · French66.3#82
MTEB French v1 · Clustering · French36.2#84
MTEB French v1 · Classification · French61.3#52
MTEB French v1 · Summarization · French30.1#80
MTEB French v1 · Pair Classification · French55.8#130
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)54.3#44
MTEB Indic v1 · Mean over task types · multilingual (25 languages)47.8#44
MTEB Indic v1 · Classification · multilingual (8 languages)61.1#35
MTEB Indic v1 · Retrieval · multilingual (14 languages)51.7#59
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)27#57
MTEB Indic v1 · Reranking · multilingual (2 languages)69.4#95
MTEB Indic v1 · Pair Classification · Hindi79.1#20
MTEB Indic v1 · STS · multilingual (13 languages)28#70
MTEB Indic v1 · Clustering · multilingual (21 languages)18.3#89
MTEB Korean v2 · STS · Korean78.9#33
MTEB Korean v2 · Reranking · Korean33.7#57
MTEB Korean v2 · Classification · Korean43.3#58
MTEB Dutch v1 · Mean over tasks · Dutch45.2#64
MTEB Dutch v1 · Mean over task types · Dutch55.5#64
MTEB Dutch v1 · Classification · Dutch54.3#66
MTEB Dutch v1 · Clustering · Dutch27.2#64
MTEB Dutch v1 · Retrieval · Dutch37.6#81
MTEB Dutch v1 · STS · Dutch78.2#37
MTEB Dutch v1 · Multilabel Classification · Dutch31.2#75
MTEB Dutch v1 · Pair Classification · Dutch78.1#34
MTEB Dutch v1 · Reranking · Dutch81.8#103
MTEB Polish v1 · Pair Classification · Polish84.8#26
MTEB Polish v1 · Classification · Polish52.1#55
MTEB Polish v1 · STS · Polish65.6#37
MTEB Portuguese v1 · Multilabel Classification · Portuguese18.5#133
MTEB Law v1 · Mean over tasks · multilingual (3 languages)33.2#129
MTEB Law v1 · Mean over task types · multilingual (3 languages)33.2#129
MTEB Law v1 · Retrieval · multilingual (3 languages)33.2#129
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)33.2#91
MTEB Medical v1 · Mean over task types · multilingual (10 languages)36.3#53
MTEB Medical v1 · Retrieval · multilingual (10 languages)32.2#97
MTEB Medical v1 · Clustering · English31.4#184
MTEB Medical v1 · Reranking · Mandarin Chinese45.3#102
FollowIR · Mean over tasks · English-1.2#92
FollowIR · Mean over task types · English-1.2#92
FollowIR · Instruction Reranking · English-1.2#92
MTEB Spanish v1 · Pair Classification · Spanish68.6#47
MTEB Spanish v1 · STS · multilingual (2 languages)74.4#33
MTEB Spanish v1 · Clustering · Spanish36.4#99
MTEB Spanish v1 · Reranking · Spanish40.5#71
MTEB Thai v1 · Clustering · Thai39#79
MTEB Thai v1 · Pair Classification · Thai81.6#12
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)32.1#109
MTEB Scandinavian v1 · Classification · multilingual (6 languages)55.6#60
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)52.3#177
MTEB Russian v1.1 · Mean over tasks · Russian48.6#49
MTEB Russian v1.1 · Mean over task types · Russian47.8#47
MTEB Russian v1.1 · Classification · Russian51.8#80
MTEB Russian v1.1 · STS · Russian67.2#57
MTEB Russian v1.1 · Reranking · Russian45.7#67
MTEB Russian v1.1 · Clustering · Russian45#80
MTEB Russian v1.1 · Pair Classification · Russian59.6#43
MTEB Russian v1.1 · Retrieval · Russian34.1#48
MTEB Russian v1.1 · Multilabel Classification · Russian31.3#69
RTEB French beta · Mean over tasks · multilingual (2 languages)19#133
RTEB German beta · Mean over tasks · German13.9#155
RTEB Law beta · Mean over tasks · multilingual (4 languages)25.2#175
MTEB multilingual v2 · Mean over tasks · multilingual (1037 languages)49.7#56
MTEB multilingual v2 · Mean over task types · multilingual (1037 languages)43.1#56
MTEB multilingual v2 · Classification · multilingual (119 languages)53.1#72
MTEB multilingual v2 · Clustering · multilingual (208 languages)37.6#121
MTEB multilingual v2 · STS · multilingual (35 languages)69.2#58
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)79.6#45
MTEB multilingual v2 · Retrieval · multilingual (120 languages)35.1#129
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)48.7#84
MTEB multilingual v2 · Instruction Reranking · English-1.2#92
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)14.9#141
MTEB multilingual v2 · Reranking · multilingual (22 languages)51.1#83

FAQ

How much does Arabic MiniLM L12 v2 All Nli Triplet cost?›

There is no per-unit API price: self-host only.

Is Arabic MiniLM L12 v2 All Nli Triplet free to use?›

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

How good is Arabic MiniLM L12 v2 All Nli Triplet, and what is it best at?›

#163 of 200 in Embeddings.

Is Arabic MiniLM L12 v2 All Nli Triplet better than LLM2Vec Mistral 7B Instruct v2 Mntp Unsup Simcse?›

On MTEB English v2 · Retrieval · English, Arabic MiniLM L12 v2 All Nli Triplet scores 29.4 vs 31 — lower.

When was Arabic MiniLM L12 v2 All Nli Triplet released? Is there a newer version?›

Released 2024-06-25. It is the current version in its line.

Is Arabic MiniLM L12 v2 All Nli Triplet open source?›

Yes, the weights are open (Apache-2.0 licence).

Can I run Arabic MiniLM L12 v2 All Nli Triplet locally?›

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

What is Arabic MiniLM L12 v2 All Nli Triplet?›

Arabic MiniLM L12 v2 All Nli Triplet is an open-weights embeddings & retrieval model from Omartificial-Intelligence-Space, released Jun 2024.

What are the best alternatives to Arabic MiniLM L12 v2 All Nli Triplet?›

EmbeddingGemma 300M (better), Yuan Embedding 2.0 En (open weights).