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Solon Embeddings Large 0.1

Dec 2023
OSolon Embeddings Large 0.1
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price not verifiedprice
47.5MTEB English v2
Dec 2023released
1,024Dimensions
1K tokensMax input
frLanguages

Rankingconfiguration unstated?

Full ranking →
1Octen Law 8B v176.82Litil Embed 0.6B73.33Dinghy Law 8B v172.64Dinghy Law 4B v171.25Euler Legal Embedding v170.4
···
43KaLM Embedding Multilingual Mini v153.944Solon Embeddings Large 0.153.745Bilingual Embedding Large52.3

Strong at

C
Embeddings & Retrieval#120 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 · English47.3#122
BEIR · Mean over task types · English47.3#122
BEIR · Retrieval · English47.3#122
MTEB Persian v2 · Reranking · Persian72.6#7
JMTEB v2 · Clustering · Japanese45.3#53
JMTEB v2 · STS · Japanese80.2#38
LongEmbed · Mean over tasks · English37.8#87
LongEmbed · Mean over task types · English37.8#87
LongEmbed · Retrieval · English37.8#87
MTEB German v1 · Mean over tasks · German55#16
MTEB German v1 · Mean over task types · German54.7#15
MTEB German v1 · Clustering · German33.2#31
MTEB German v1 · Retrieval · German50.4#22
MTEB German v1 · Classification · German68.3#29
MTEB German v1 · STS · German71.5#17
MTEB German v1 · Pair Classification · German53.6#37
MTEB German v1 · Reranking · German51#28
MTEB Europe v1 · Mean over tasks · multilingual (29 languages)59.4#15
MTEB Europe v1 · Mean over task types · multilingual (29 languages)52.6#14
MTEB Europe v1 · Retrieval · multilingual (25 languages)54.4#28
MTEB Europe v1 · STS · multilingual (8 languages)73#24
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)88.8#30
MTEB Europe v1 · Classification · multilingual (23 languages)59.8#24
MTEB Europe v1 · Clustering · multilingual (29 languages)40.9#59
MTEB Europe v1 · Instruction Reranking · English-3.5#183
MTEB Europe v1 · Pair Classification · multilingual (11 languages)88.1#31
MTEB Europe v1 · Reranking · multilingual (12 languages)55.3#72
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)16.5#54
MTEB French v1 · Retrieval · multilingual (2 languages)46.9#39
MTEB French v1 · Reranking · French76.6#37
MTEB French v1 · Clustering · French41.1#58
MTEB French v1 · Classification · French69.9#21
MTEB French v1 · Summarization · French29.7#96
MTEB French v1 · Pair Classification · French59.7#73
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)68.4#11
MTEB Indic v1 · Mean over task types · multilingual (25 languages)67.6#10
MTEB Indic v1 · Classification · multilingual (8 languages)66.6#11
MTEB Indic v1 · Retrieval · multilingual (14 languages)82.1#15
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)79#4
MTEB Indic v1 · Reranking · multilingual (2 languages)87.4#17
MTEB Indic v1 · Pair Classification · Hindi71.7#55
MTEB Indic v1 · STS · multilingual (13 languages)53.1#22
MTEB Indic v1 · Clustering · multilingual (21 languages)33.6#56
MTEB Korean v2 · STS · Korean79.8#28
MTEB Korean v2 · Reranking · Korean52.4#41
MTEB Korean v2 · Classification · Korean57.9#31
MTEB Dutch v1 · Mean over tasks · Dutch56.3#26
MTEB Dutch v1 · Mean over task types · Dutch62.9#25
MTEB Dutch v1 · Classification · Dutch62.3#31
MTEB Dutch v1 · Clustering · Dutch32.4#45
MTEB Dutch v1 · Retrieval · Dutch60.8#22
MTEB Dutch v1 · STS · Dutch78#39
MTEB Dutch v1 · Multilabel Classification · Dutch37#24
MTEB Dutch v1 · Pair Classification · Dutch79.9#21
MTEB Dutch v1 · Reranking · Dutch90.1#35
MTEB Polish v1 · Pair Classification · Polish84.2#27
MTEB Polish v1 · Classification · Polish59.7#33
MTEB Polish v1 · STS · Polish68.6#18
MTEB Portuguese v1 · Multilabel Classification · Portuguese18.7#123
MTEB Law v1 · Mean over tasks · multilingual (3 languages)53.7#44
MTEB Law v1 · Mean over task types · multilingual (3 languages)53.7#44
MTEB Law v1 · Retrieval · multilingual (3 languages)53.7#44
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)54.1#32
MTEB Medical v1 · Mean over task types · multilingual (10 languages)53.6#33
MTEB Medical v1 · Retrieval · multilingual (10 languages)56.7#34
MTEB Medical v1 · Clustering · English34.9#132
MTEB Medical v1 · Reranking · Mandarin Chinese69.1#77
FollowIR · Mean over tasks · English-3.5#183
FollowIR · Mean over task types · English-3.5#183
FollowIR · Instruction Reranking · English-3.5#183
MTEB Spanish v1 · Pair Classification · Spanish65.2#62
MTEB Spanish v1 · STS · multilingual (2 languages)77.4#25
MTEB Spanish v1 · Clustering · Spanish44.8#39
MTEB Spanish v1 · Reranking · Spanish59.2#36
MTEB Thai v1 · Clustering · Thai40.5#72
MTEB Thai v1 · Pair Classification · Thai71.6#49
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)40.9#45
MTEB Scandinavian v1 · Classification · multilingual (6 languages)61.1#30
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)69.7#49
MTEB Russian v1.1 · Mean over tasks · Russian60.3#26
MTEB Russian v1.1 · Mean over task types · Russian59.5#26
MTEB Russian v1.1 · Classification · Russian59.6#46
MTEB Russian v1.1 · STS · Russian73.1#30
MTEB Russian v1.1 · Reranking · Russian65#32
MTEB Russian v1.1 · Clustering · Russian55.1#41
MTEB Russian v1.1 · Pair Classification · Russian58.4#55
MTEB Russian v1.1 · Retrieval · Russian67.9#20
MTEB Russian v1.1 · Multilabel Classification · Russian37.4#37
RTEB French beta · Mean over tasks · multilingual (2 languages)41.4#64
RTEB German beta · Mean over tasks · German48.2#63
RTEB Law beta · Mean over tasks · multilingual (4 languages)42.8#74
MTEB multilingual v2 · Clustering · multilingual (208 languages)43.9#56
MTEB multilingual v2 · STS · multilingual (35 languages)73#40
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)78.7#50
MTEB multilingual v2 · Retrieval · multilingual (120 languages)55.7#64
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)76.1#15
MTEB multilingual v2 · Instruction Reranking · English-3.5#183
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)21.4#53
MTEB multilingual v2 · Reranking · multilingual (22 languages)62#50

FAQ

How much does Solon Embeddings Large 0.1 cost?›

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

How good is Solon Embeddings Large 0.1, and what is it best at?›

#120 of 200 in Embeddings.

Is Solon Embeddings Large 0.1 better than KaLM Embedding Multilingual Mini v1?›

On MTEB Law v1 · Retrieval · multilingual (3 languages), Solon Embeddings Large 0.1 scores 53.7 vs 53.9 — about the same.

When was Solon Embeddings Large 0.1 released? Is there a newer version?›

Released 2023-12-09. It is the current version in its line.

Is Solon Embeddings Large 0.1 open source?›

Yes, the weights are open (MIT licence).

Can I run Solon Embeddings Large 0.1 locally?›

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

What is Solon Embeddings Large 0.1?›

Solon Embeddings Large 0.1 is an open-weights embeddings & retrieval model from OrdalieTech, released Dec 2023.

What are the best alternatives to Solon Embeddings Large 0.1?›

Voyage 3 Lite (better), Octen Law 8B v1 (open weights).