Solon Embeddings Large 0.1

Name: Solon Embeddings Large 0.1
Brand: OrdalieTech

Dec 2023

OSolon Embeddings Large 0.1

Compare in

price not verifiedprice

47.5MTEB English v2

Dec 2023released

1,024Dimensions

1K tokensMax input

frLanguages

Rankingconfiguration unstated?

Full ranking →

1F2LLM v2 14B76.7 2F2LLM v2 8B75.7 3FlowVec v175.1 4F2LLM v2 4B74.5 5F2LLM v2 1.7B71.6

···

10Multilingual E5 Large Instruct67 11Solon Embeddings Large 0.166.6 12Bilingual Embedding Base66

Strong at

Embeddings & Retrieval#120 of 200

Alternatives?

ModelScoreCostPriceWhat changes

cBetterF2LLM v2 14BunstatedOpen+15%——Memory (4-bit): 0.3 GB → 8.4 GB cOpenF2LLM v2 8Bunstated+14%——Memory (4-bit): 0.3 GB → 4.5 GB LBetterFlowVec v1Open+13%——Memory (4-bit): 0.3 GB → 4.5 GB cBetterF2LLM v2 4BunstatedOpen+12%——Memory (4-bit): 0.3 GB → 2.4 GB cBetterF2LLM v2 1.7BunstatedOpen+8%——Memory (4-bit): 0.3 GB → 1 GB

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 Multilingual E5 Large Instruct?›

On MTEB Indic v1 · Classification · multilingual (8 languages), Solon Embeddings Large 0.1 scores 66.6 vs 67 — 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?›

F2LLM v2 14B (better), F2LLM v2 8B (open weights).