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Arabic Mpnet Base All Nli Triplet

Jun 2024
OArabic Mpnet Base All Nli Triplet
Compare in
on
self-host onlyprice
7MTEB English v2
Jun 2024released
768Dimensions
1K 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
···
202Distilrubert Small Cased Conversational7.1203Arabic Mpnet Base All Nli Triplet7204Rubert Tiny6.3

Strong at

C
Embeddings & Retrieval#191 of 200

Alternatives?

ModelScoreCostPriceWhat changes
BetterEmbeddingGemma 300MunstatedOpen×7.9—$0.002Languages: not verified+1IOpenYuan Embedding 2.0 Enunstated×10.1——Memory (4-bit): 0.1 GB → 0.4 GBBetterBge Base En v1.5unstatedOpen×7.8—$0.005tBetterGte BaseunstatedOpen×7.4—$0.005iBetterE5 Base v2unstatedOpen×7.1—$0.005

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 · English10.1#188
BEIR · Mean over task types · English10.1#188
BEIR · Retrieval · English10.1#188
MTEB Persian v2 · Reranking · Persian43.9#69
JMTEB v2 · Clustering · Japanese11.3#138
JMTEB v2 · STS · Japanese57#116
LongEmbed · Mean over tasks · English19.4#153
LongEmbed · Mean over task types · English19.4#153
LongEmbed · Retrieval · English19.4#153
MTEB German v1 · Mean over tasks · German26#91
MTEB German v1 · Mean over task types · German25.8#89
MTEB German v1 · Clustering · German8.3#155
MTEB German v1 · Retrieval · German5.1#103
MTEB German v1 · Classification · German41#148
MTEB German v1 · STS · German44.6#104
MTEB German v1 · Pair Classification · German49#127
MTEB German v1 · Reranking · German6.7#138
MTEB Europe v1 · Mean over tasks · multilingual (29 languages)33.8#55
MTEB Europe v1 · Mean over task types · multilingual (29 languages)29.8#55
MTEB Europe v1 · Retrieval · multilingual (25 languages)14.6#128
MTEB Europe v1 · STS · multilingual (8 languages)54.3#73
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)18.3#164
MTEB Europe v1 · Classification · multilingual (23 languages)44.9#118
MTEB Europe v1 · Clustering · multilingual (29 languages)20.5#163
MTEB Europe v1 · Instruction Reranking · English-2.8#156
MTEB Europe v1 · Pair Classification · multilingual (11 languages)76.5#131
MTEB Europe v1 · Reranking · multilingual (12 languages)36.6#162
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)5#157
MTEB French v1 · Mean over tasks · multilingual (2 languages)31.1#91
MTEB French v1 · Mean over task types · multilingual (2 languages)36.8#89
MTEB French v1 · STS · French60.4#92
MTEB French v1 · Retrieval · multilingual (2 languages)8.8#118
MTEB French v1 · Reranking · French41.7#120
MTEB French v1 · Clustering · French22.1#117
MTEB French v1 · Classification · French38#123
MTEB French v1 · Summarization · French31.8#12
MTEB French v1 · Pair Classification · French54.8#148
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)34.5#71
MTEB Indic v1 · Mean over task types · multilingual (25 languages)24.8#77
MTEB Indic v1 · Classification · multilingual (8 languages)45.6#71
MTEB Indic v1 · Retrieval · multilingual (14 languages)11.6#114
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)3.1#118
MTEB Indic v1 · Reranking · multilingual (2 languages)48.4#129
MTEB Indic v1 · Pair Classification · Hindi54.3#121
MTEB Indic v1 · STS · multilingual (13 languages)7.1#114
MTEB Indic v1 · Clustering · multilingual (21 languages)3.2#146
MTEB Korean v2 · STS · Korean36#66
MTEB Korean v2 · Reranking · Korean10.2#105
MTEB Korean v2 · Classification · Korean21.2#111
MTEB Dutch v1 · Mean over tasks · Dutch25.4#121
MTEB Dutch v1 · Mean over task types · Dutch37.7#119
MTEB Dutch v1 · Classification · Dutch39.4#122
MTEB Dutch v1 · Clustering · Dutch9.7#129
MTEB Dutch v1 · Retrieval · Dutch8.5#121
MTEB Dutch v1 · STS · Dutch55.2#110
MTEB Dutch v1 · Multilabel Classification · Dutch21.2#126
MTEB Dutch v1 · Pair Classification · Dutch62#88
MTEB Dutch v1 · Reranking · Dutch67.9#182
MTEB Polish v1 · Pair Classification · Polish60.6#130
MTEB Polish v1 · Classification · Polish38.9#119
MTEB Polish v1 · STS · Polish48.6#107
MTEB Portuguese v1 · Multilabel Classification · Portuguese17.7#152
MTEB Law v1 · Mean over tasks · multilingual (3 languages)20.1#150
MTEB Law v1 · Mean over task types · multilingual (3 languages)20.1#150
MTEB Law v1 · Retrieval · multilingual (3 languages)20.1#150
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)13.2#126
MTEB Medical v1 · Mean over task types · multilingual (10 languages)15.5#126
MTEB Medical v1 · Retrieval · multilingual (10 languages)11#128
MTEB Medical v1 · Clustering · English24.2#218
MTEB Medical v1 · Reranking · Mandarin Chinese11.3#175
FollowIR · Mean over tasks · English-2.8#156
FollowIR · Mean over task types · English-2.8#156
FollowIR · Instruction Reranking · English-2.8#156
MTEB Spanish v1 · Pair Classification · Spanish55.1#158
MTEB Spanish v1 · STS · multilingual (2 languages)55.4#66
MTEB Spanish v1 · Clustering · Spanish27.2#127
MTEB Spanish v1 · Reranking · Spanish9.4#138
MTEB Thai v1 · Clustering · Thai3.5#156
MTEB Thai v1 · Pair Classification · Thai50.7#182
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)19.3#164
MTEB Scandinavian v1 · Classification · multilingual (6 languages)45.5#141
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)54.2#170
MTEB Russian v1.1 · Mean over tasks · Russian25.4#83
MTEB Russian v1.1 · Mean over task types · Russian26.4#79
MTEB Russian v1.1 · Classification · Russian29.7#111
MTEB Russian v1.1 · STS · Russian43.2#95
MTEB Russian v1.1 · Reranking · Russian21.3#115
MTEB Russian v1.1 · Clustering · Russian13.2#145
MTEB Russian v1.1 · Pair Classification · Russian51.6#123
MTEB Russian v1.1 · Retrieval · Russian1.6#89
MTEB Russian v1.1 · Multilabel Classification · Russian24.4#151
RTEB French beta · Mean over tasks · multilingual (2 languages)1.1#203
RTEB German beta · Mean over tasks · German7.9#189
RTEB Law beta · Mean over tasks · multilingual (4 languages)15.5#200
MTEB multilingual v2 · Mean over tasks · multilingual (1037 languages)35.2#84
MTEB multilingual v2 · Mean over task types · multilingual (1037 languages)29.5#84
MTEB multilingual v2 · Classification · multilingual (119 languages)44.4#139
MTEB multilingual v2 · Clustering · multilingual (208 languages)27.4#154
MTEB multilingual v2 · STS · multilingual (35 languages)49.1#102
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)70.7#157
MTEB multilingual v2 · Retrieval · multilingual (120 languages)13.1#167
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)15.1#162
MTEB multilingual v2 · Instruction Reranking · English-2.8#156
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)12.3#166
MTEB multilingual v2 · Reranking · multilingual (22 languages)35.8#156

FAQ

How much does Arabic Mpnet Base All Nli Triplet cost?›

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

Is Arabic Mpnet Base 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 Mpnet Base All Nli Triplet, and what is it best at?›

#191 of 200 in Embeddings.

Is Arabic Mpnet Base All Nli Triplet better than Distilrubert Small Cased Conversational?›

On MTEB English v2 · Retrieval · English, Arabic Mpnet Base All Nli Triplet scores 7 vs 7.1 — about the same.

When was Arabic Mpnet Base All Nli Triplet released? Is there a newer version?›

Released 2024-06-15. It is the current version in its line.

Is Arabic Mpnet Base All Nli Triplet open source?›

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

Can I run Arabic Mpnet Base All Nli Triplet locally?›

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

What is Arabic Mpnet Base All Nli Triplet?›

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

What are the best alternatives to Arabic Mpnet Base All Nli Triplet?›

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