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Arabic English Sts Matryoshka

Oct 2024
oArabic English Sts Matryoshka
Compare in
on
self-host onlyprice
15.7MTEB English v2
Oct 2024released
1,024Dimensions
1K tokensMax input
en, arLanguages

Rankingconfiguration unstated?

Full ranking →
1Ko Embed Cls84.42PwC Embedding Expr733Qwen 3 Embedding 8B69.14F2LLM v2 14B68.65F2LLM v2 8B67.6
···
47BGE M3 Ko54.348Arabic English Sts Matryoshka53.849Bekko Embedding v1 A8m53.4

Strong at

C
Embeddings & Retrieval#186 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 · English16.3#187
BEIR · Mean over task types · English16.3#187
BEIR · Retrieval · English16.3#187
MTEB Persian v2 · Reranking · Persian53.2#59
JMTEB v2 · Clustering · Japanese45#60
JMTEB v2 · STS · Japanese73.5#76
LongEmbed · Mean over tasks · English19.7#152
LongEmbed · Mean over task types · English19.7#152
LongEmbed · Retrieval · English19.7#152
MTEB German v1 · Mean over tasks · German48#35
MTEB German v1 · Mean over task types · German46.7#35
MTEB German v1 · Classification · German63.2#54
MTEB German v1 · Pair Classification · German58.4#11
MTEB German v1 · STS · German68.9#32
MTEB German v1 · Clustering · German27#67
MTEB German v1 · Retrieval · German35.9#72
MTEB German v1 · Reranking · German26.9#77
MTEB Europe v1 · Classification · multilingual (23 languages)58.4#31
MTEB Europe v1 · Instruction Reranking · English1.4#27
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)14.4#68
MTEB Europe v1 · Pair Classification · multilingual (11 languages)91.1#10
MTEB Europe v1 · Clustering · multilingual (29 languages)36#101
MTEB Europe v1 · Retrieval · multilingual (25 languages)32.5#120
MTEB Europe v1 · Reranking · multilingual (12 languages)46.5#134
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)83.5#65
MTEB French v1 · Mean over tasks · multilingual (2 languages)52.2#34
MTEB French v1 · Mean over task types · multilingual (2 languages)53.9#29
MTEB French v1 · STS · French79.2#21
MTEB French v1 · Retrieval · multilingual (2 languages)33.1#94
MTEB French v1 · Classification · French63.7#47
MTEB French v1 · Clustering · French42.7#40
MTEB French v1 · Reranking · French62.9#104
MTEB French v1 · Pair Classification · French65.5#25
MTEB French v1 · Summarization · French30.1#83
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)63.6#25
MTEB Indic v1 · Mean over task types · multilingual (25 languages)62.8#25
MTEB Indic v1 · Classification · multilingual (8 languages)64.2#24
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)62.9#36
MTEB Indic v1 · STS · multilingual (13 languages)50.4#28
MTEB Indic v1 · Reranking · multilingual (2 languages)75.8#89
MTEB Indic v1 · Retrieval · multilingual (14 languages)63.7#56
MTEB Indic v1 · Pair Classification · Hindi87.9#2
MTEB Indic v1 · Clustering · multilingual (21 languages)34.8#47
MTEB Korean v2 · Classification · Korean53.8#48
MTEB Korean v2 · Reranking · Korean29.7#63
MTEB Dutch v1 · Mean over tasks · Dutch45.7#62
MTEB Dutch v1 · Mean over task types · Dutch56.3#60
MTEB Dutch v1 · Retrieval · Dutch32.2#93
MTEB Dutch v1 · Classification · Dutch58.4#50
MTEB Dutch v1 · Multilabel Classification · Dutch33#60
MTEB Dutch v1 · STS · Dutch79.4#29
MTEB Dutch v1 · Clustering · Dutch30.1#53
MTEB Dutch v1 · Reranking · Dutch79.1#125
MTEB Dutch v1 · Pair Classification · Dutch82.2#5
MTEB Polish v1 · Mean over tasks · Polish65.1#18
MTEB Polish v1 · Mean over task types · Polish64.3#18
MTEB Polish v1 · Classification · Polish61.7#34
MTEB Polish v1 · Clustering · Polish39.9#29
MTEB Polish v1 · STS · Polish68#27
MTEB Polish v1 · Pair Classification · Polish87.6#8
MTEB Portuguese v1 · Multilabel Classification · Portuguese17.8#149
MTEB Law v1 · Mean over tasks · multilingual (3 languages)39#100
MTEB Law v1 · Mean over task types · multilingual (3 languages)39#100
MTEB Law v1 · Retrieval · multilingual (3 languages)39#100
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)26.2#111
MTEB Medical v1 · Mean over task types · multilingual (10 languages)31.4#87
MTEB Medical v1 · Retrieval · multilingual (10 languages)23.7#119
MTEB Medical v1 · Clustering · English30.1#196
MTEB Medical v1 · Reranking · Mandarin Chinese40.3#111
FollowIR · Mean over tasks · English1.4#27
FollowIR · Mean over task types · English1.4#27
FollowIR · Instruction Reranking · English1.4#27
MTEB Spanish v1 · Clustering · Spanish43.1#53
MTEB Spanish v1 · Pair Classification · Spanish77.3#10
MTEB Spanish v1 · Reranking · Spanish32.9#91
MTEB Thai v1 · Pair Classification · Thai88.5#3
MTEB Thai v1 · Clustering · Thai40.5#71
MTEB Scandinavian v1 · Mean over tasks · multilingual (6 languages)49.9#53
MTEB Scandinavian v1 · Mean over task types · multilingual (6 languages)49.6#52
MTEB Scandinavian v1 · Classification · multilingual (6 languages)58.6#50
MTEB Scandinavian v1 · Retrieval · multilingual (3 languages)41.2#85
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)37.2#68
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)61.4#129
MTEB Russian v1.1 · Classification · Russian58.3#56
MTEB Russian v1.1 · Clustering · Russian52.2#61
MTEB Russian v1.1 · Reranking · Russian40.8#73
MTEB Russian v1.1 · Multilabel Classification · Russian34.1#55
MTEB Russian v1.1 · STS · Russian71.7#41
MTEB Russian v1.1 · Pair Classification · Russian68.3#6
RTEB French beta · Mean over tasks · multilingual (2 languages)15.5#149
RTEB German beta · Mean over tasks · German28.7#110
RTEB Law beta · Mean over tasks · multilingual (4 languages)31.1#143
MTEB multilingual v2 · Clustering · multilingual (208 languages)40.2#96
MTEB multilingual v2 · Classification · multilingual (119 languages)56.7#60
MTEB multilingual v2 · Retrieval · multilingual (120 languages)31.7#143
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)19.3#66
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)60.9#65
MTEB multilingual v2 · Instruction Reranking · English1.4#27
MTEB multilingual v2 · Reranking · multilingual (22 languages)48.3#96
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)83.4#11

FAQ

How much does Arabic English Sts Matryoshka cost?›

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

Is Arabic English Sts Matryoshka free to use?›

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

How good is Arabic English Sts Matryoshka, and what is it best at?›

#186 of 200 in Embeddings.

Is Arabic English Sts Matryoshka better than BGE M3 Ko?›

On MTEB Korean v2 · Classification · Korean, Arabic English Sts Matryoshka scores 53.8 vs 54.3 — about the same.

When was Arabic English Sts Matryoshka released? Is there a newer version?›

Released 2024-10-13. It is the current version in its line.

Is Arabic English Sts Matryoshka open source?›

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

Can I run Arabic English Sts Matryoshka locally?›

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

What is Arabic English Sts Matryoshka?›

Arabic English Sts Matryoshka is an open-weights embeddings & retrieval model from omarelshehy, released Oct 2024.

What are the best alternatives to Arabic English Sts Matryoshka?›

Qwen 3 Embedding 8B (better), Ko Embed Cls (open weights).