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Slx v0.1

Aug 2024
bSlx v0.1
Compare in
on
self-host onlyprice
42.9MTEB English v2
Aug 2024released
384Dimensions
0K tokensMax input
enLanguages

Rankingconfiguration unstated?

Full ranking →
1Yuan Embedding 2.0 En70.72Ingot 8B R3703Qwen 3 Embedding 8B69.44Geevec Embeddings 1.068.85Qwen 3 Embedding 4B68.5
···
147Ru En RoSBERTa43.1148Slx v0.142.9149All MiniLM L6 v242.9

Strong at

C
Embeddings & Retrieval#137 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 · English42#140
BEIR · Mean over task types · English42#140
BEIR · Retrieval · English42#140
MTEB Persian v2 · Reranking · Persian21.8#132
JMTEB v2 · Clustering · Japanese16.2#111
JMTEB v2 · STS · Japanese67#76
LongEmbed · Mean over tasks · English29.8#128
LongEmbed · Mean over task types · English29.8#128
LongEmbed · Retrieval · English29.8#128
MTEB German v1 · Clustering · German18.2#116
MTEB German v1 · Classification · German49#102
MTEB German v1 · STS · German47.5#93
MTEB German v1 · Pair Classification · German48.9#137
MTEB German v1 · Reranking · German16.3#118
MTEB Europe v1 · Retrieval · multilingual (25 languages)37.3#93
MTEB Europe v1 · STS · multilingual (8 languages)62.7#63
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)27.2#148
MTEB Europe v1 · Clustering · multilingual (29 languages)33.6#126
MTEB Europe v1 · Instruction Reranking · English-2.8#158
MTEB Europe v1 · Pair Classification · multilingual (11 languages)80.2#111
MTEB Europe v1 · Reranking · multilingual (12 languages)47.7#129
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)8.8#132
MTEB French v1 · Mean over tasks · multilingual (2 languages)45.2#73
MTEB French v1 · Mean over task types · multilingual (2 languages)47.9#71
MTEB French v1 · STS · French69.4#63
MTEB French v1 · Retrieval · multilingual (2 languages)31.2#92
MTEB French v1 · Reranking · French65#89
MTEB French v1 · Clustering · French35.5#89
MTEB French v1 · Classification · French50.8#97
MTEB French v1 · Summarization · French28.3#134
MTEB French v1 · Pair Classification · French55.5#135
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)31.8#102
MTEB Indic v1 · Mean over task types · multilingual (25 languages)20.4#116
MTEB Indic v1 · Classification · multilingual (8 languages)44.1#83
MTEB Indic v1 · Retrieval · multilingual (14 languages)6.2#136
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)2.5#133
MTEB Indic v1 · Reranking · multilingual (2 languages)39.2#158
MTEB Indic v1 · Pair Classification · Hindi53.7#130
MTEB Indic v1 · STS · multilingual (13 languages)-6.3#195
MTEB Indic v1 · Clustering · multilingual (21 languages)3.1#155
MTEB Korean v2 · STS · Korean36#67
MTEB Korean v2 · Reranking · Korean8.2#116
MTEB Korean v2 · Classification · Korean20.9#117
MTEB Dutch v1 · Reranking · Dutch73.1#165
MTEB Polish v1 · Pair Classification · Polish61.6#122
MTEB Polish v1 · Classification · Polish39.9#111
MTEB Polish v1 · STS · Polish52.9#88
MTEB Portuguese v1 · Multilabel Classification · Portuguese21.3#47
MTEB Law v1 · Mean over tasks · multilingual (3 languages)35.4#119
MTEB Law v1 · Mean over task types · multilingual (3 languages)35.4#119
MTEB Law v1 · Retrieval · multilingual (3 languages)35.4#119
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)30.9#99
MTEB Medical v1 · Mean over task types · multilingual (10 languages)28.4#98
MTEB Medical v1 · Retrieval · multilingual (10 languages)31.1#99
MTEB Medical v1 · Clustering · English36.5#82
MTEB Medical v1 · Reranking · Mandarin Chinese17.7#154
FollowIR · Mean over tasks · English-2.8#158
FollowIR · Mean over task types · English-2.8#158
FollowIR · Instruction Reranking · English-2.8#158
MTEB Spanish v1 · Pair Classification · Spanish55.7#155
MTEB Spanish v1 · STS · multilingual (2 languages)57.8#64
MTEB Spanish v1 · Clustering · Spanish35.3#105
MTEB Spanish v1 · Reranking · Spanish21.3#116
MTEB Thai v1 · Clustering · Thai3.6#150
MTEB Thai v1 · Pair Classification · Thai51#170
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)26.6#133
MTEB Scandinavian v1 · Classification · multilingual (6 languages)47.7#120
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)58.1#152
MTEB Russian v1.1 · Mean over tasks · Russian23.7#86
MTEB Russian v1.1 · Mean over task types · Russian24#88
MTEB Russian v1.1 · Classification · Russian28.7#124
MTEB Russian v1.1 · STS · Russian38.1#110
MTEB Russian v1.1 · Reranking · Russian15.9#130
MTEB Russian v1.1 · Clustering · Russian13.3#143
MTEB Russian v1.1 · Pair Classification · Russian45#188
MTEB Russian v1.1 · Retrieval · Russian1.5#90
MTEB Russian v1.1 · Multilabel Classification · Russian25.3#141
RTEB French beta · Mean over tasks · multilingual (2 languages)10.2#160
RTEB German beta · Mean over tasks · German11.8#169
RTEB Law beta · Mean over tasks · multilingual (4 languages)27.8#161
MTEB multilingual v2 · Clustering · multilingual (208 languages)37.9#119
MTEB multilingual v2 · STS · multilingual (35 languages)56.1#91
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)71.2#147
MTEB multilingual v2 · Retrieval · multilingual (120 languages)32.5#138
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)20.1#151
MTEB multilingual v2 · Instruction Reranking · English-2.8#158
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)15.1#134
MTEB multilingual v2 · Reranking · multilingual (22 languages)40.3#135

FAQ

How much does Slx v0.1 cost?›

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

Is Slx v0.1 free to use?›

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

How good is Slx v0.1, and what is it best at?›

#137 of 200 in Embeddings.

Is Slx v0.1 better than Ru En RoSBERTa?›

On MTEB English v2 · Retrieval · English, Slx v0.1 scores 42.9 vs 43.1 — about the same.

When was Slx v0.1 released? Is there a newer version?›

Released 2024-08-13. It is the current version in its line.

Is Slx v0.1 open source?›

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

Can I run Slx v0.1 locally?›

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

What is Slx v0.1?›

Slx v0.1 is an open-weights embeddings & retrieval model from brahmairesearch, released Aug 2024.

What are the best alternatives to Slx v0.1?›

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