Snowflake Arctic Embed L

Apr 2024
Snowflake Arctic Embed L
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price not verifiedprice
59MTEB English v2
Apr 2024released
1,024Dimensions
1K tokensMax input

Rankingconfiguration unstated?

Full ranking →
1F2LLM v2 14B672F2LLM v2 8B66.83F2LLM v2 4B66.14F2LLM v2 1.7B65.15Jina Embeddings v5 Text Nano64.8
···
48Mmlw E5 Large42.449Snowflake Arctic Embed L41.250E5 Base41

Strong at

A
Embeddings & Retrieval#31 of 200

Alternatives?

ModelScoreCostPriceWhat changes
iBetterMultilingual E5 Large InstructunstatedOpen+39%—$0.01Memory (4-bit): 0.2 GB → 0.3 GBcOpenF2LLM v2 8Bunstated+62%——Memory (4-bit): 0.2 GB → 4.5 GBiBetterMultilingual E5 LargeunstatedOpen+33%—$0.01Memory (4-bit): 0.2 GB → 0.3 GBiBetterE5 Large v2unstatedOpen+11%—$0.01BetterJina Embeddings v5 Text NanounstatedOpen+57%—$0.02

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

History

2 versions
40455055Jul 24Oct 24Release dateMTEB German (task avg)v2.0
40455055Jul 24Oct 24Release dateMTEB German (task avg)v2.0

Benchmarks

in Embeddings & Retrieval
BEIR · Mean over tasks · English56#34
BEIR · Mean over task types · English56#34
BEIR · Retrieval · English56#34
MTEB Persian v2 · Reranking · Persian24.8#121
JMTEB v2 · Clustering · Japanese14.1#117
JMTEB v2 · STS · Japanese54.9#126
LongEmbed · Mean over tasks · English42.5#58
LongEmbed · Mean over task types · English42.5#58
LongEmbed · Retrieval · English42.5#58
MTEB German v1 · Mean over tasks · German41.2#49
MTEB German v1 · Mean over task types · German40.8#47
MTEB German v1 · Clustering · German24.6#86
MTEB German v1 · Retrieval · German41.3#41
MTEB German v1 · Classification · German48.3#110
MTEB German v1 · STS · German49.4#85
MTEB German v1 · Pair Classification · German48.9#133
MTEB German v1 · Reranking · German32.4#64
MTEB Europe v1 · Retrieval · multilingual (25 languages)44.1#56
MTEB Europe v1 · Bitext Mining · multilingual (28 languages)34.7#128
MTEB Europe v1 · Classification · multilingual (23 languages)49.1#98
MTEB Europe v1 · Clustering · multilingual (29 languages)35.2#110
MTEB Europe v1 · Instruction Reranking · English-1.5#104
MTEB Europe v1 · Pair Classification · multilingual (11 languages)80#114
MTEB Europe v1 · Reranking · multilingual (12 languages)52.3#86
MTEB Europe v1 · Multilabel Classification · multilingual (23 languages)10.8#123
MTEB French v1 · Mean over tasks · multilingual (2 languages)50.9#41
MTEB French v1 · Mean over task types · multilingual (2 languages)52#43
MTEB French v1 · STS · French66.6#74
MTEB French v1 · Retrieval · multilingual (2 languages)43.7#46
MTEB French v1 · Reranking · French74.3#45
MTEB French v1 · Clustering · French44.3#32
MTEB French v1 · Classification · French52#90
MTEB French v1 · Summarization · French26.9#147
MTEB French v1 · Pair Classification · French56#126
MTEB Indic v1 · Mean over tasks · multilingual (25 languages)33.3#83
MTEB Indic v1 · Mean over task types · multilingual (25 languages)23#92
MTEB Indic v1 · Classification · multilingual (8 languages)44.6#75
MTEB Indic v1 · Retrieval · multilingual (14 languages)11.4#115
MTEB Indic v1 · Bitext Mining · multilingual (20 languages)2.5#134
MTEB Indic v1 · Reranking · multilingual (2 languages)37.4#164
MTEB Indic v1 · Pair Classification · Hindi50.6#174
MTEB Indic v1 · STS · multilingual (13 languages)11#98
MTEB Indic v1 · Clustering · multilingual (21 languages)3.4#140
MTEB Korean v2 · Reranking · Korean13.6#87
MTEB Korean v2 · Classification · Korean22.7#88
MTEB Dutch v1 · Mean over tasks · Dutch40.7#80
MTEB Dutch v1 · Mean over task types · Dutch47.3#86
MTEB Dutch v1 · Classification · Dutch47.3#88
MTEB Dutch v1 · Clustering · Dutch20.6#96
MTEB Dutch v1 · Retrieval · Dutch41.6#66
MTEB Dutch v1 · STS · Dutch51.7#123
MTEB Dutch v1 · Multilabel Classification · Dutch31#78
MTEB Dutch v1 · Pair Classification · Dutch58.8#115
MTEB Dutch v1 · Reranking · Dutch80.1#117
MTEB Polish v1 · Pair Classification · Polish66.1#82
MTEB Polish v1 · Classification · Polish41.4#92
MTEB Polish v1 · STS · Polish53.9#85
MTEB Portuguese v1 · Multilabel Classification · Portuguese23.2#18
MTEB Law v1 · Mean over tasks · multilingual (3 languages)41.5#74
MTEB Law v1 · Mean over task types · multilingual (3 languages)41.5#74
MTEB Law v1 · Retrieval · multilingual (3 languages)41.5#74
MTEB Medical v1 · Mean over tasks · multilingual (10 languages)42.3#50
MTEB Medical v1 · Mean over task types · multilingual (10 languages)31.6#83
MTEB Medical v1 · Retrieval · multilingual (10 languages)47.2#50
MTEB Medical v1 · Clustering · English34.7#133
MTEB Medical v1 · Reranking · Mandarin Chinese12.7#170
FollowIR · Mean over tasks · English-1.5#104
FollowIR · Mean over task types · English-1.5#104
FollowIR · Instruction Reranking · English-1.5#104
MTEB Spanish v1 · Pair Classification · Spanish56#150
MTEB Spanish v1 · Clustering · Spanish42.5#60
MTEB Spanish v1 · Reranking · Spanish48.3#55
MTEB Thai v1 · Clustering · Thai3.8#137
MTEB Thai v1 · Pair Classification · Thai50.7#181
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)30.9#115
MTEB Scandinavian v1 · Classification · multilingual (6 languages)48.8#91
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)56.2#161
MTEB Russian v1.1 · Classification · Russian28.1#128
MTEB Russian v1.1 · STS · Russian28.9#126
MTEB Russian v1.1 · Reranking · Russian22.7#108
MTEB Russian v1.1 · Clustering · Russian15.5#124
MTEB Russian v1.1 · Pair Classification · Russian47.8#155
MTEB Russian v1.1 · Multilabel Classification · Russian24.3#153
RTEB French beta · Mean over tasks · multilingual (2 languages)33.9#83
RTEB German beta · Mean over tasks · German21#120
RTEB Law beta · Mean over tasks · multilingual (4 languages)35#100
MTEB multilingual v2 · Classification · multilingual (119 languages)47.1#117
MTEB multilingual v2 · Clustering · multilingual (208 languages)39.1#108
MTEB multilingual v2 · Pair Classification · multilingual (24 languages)71.6#132
MTEB multilingual v2 · Retrieval · multilingual (120 languages)39.7#96
MTEB multilingual v2 · Bitext Mining · multilingual (1026 languages)22.6#140
MTEB multilingual v2 · Instruction Reranking · English-1.5#104
MTEB multilingual v2 · Multilabel Classification · multilingual (25 languages)16#117
MTEB multilingual v2 · Reranking · multilingual (22 languages)44.3#117

FAQ

How much does Snowflake Arctic Embed L cost?›

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

How good is Snowflake Arctic Embed L, and what is it best at?›

#31 of 200 in Embeddings. Strongest at: Embeddings & Retrieval.

Is Snowflake Arctic Embed L better than Mmlw E5 Large?›

On MTEB German v1 · Mean over tasks · German, Snowflake Arctic Embed L scores 41.2 vs 42.4 — lower.

When was Snowflake Arctic Embed L released? Is there a newer version?›

Released 2024-04-12. It is the current version in its line.

Is Snowflake Arctic Embed L open source?›

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

Can I run Snowflake Arctic Embed L locally?›

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

What is Snowflake Arctic Embed L?›

Snowflake Arctic Embed L is an open-weights embeddings & retrieval model from Snowflake, released Apr 2024.

What are the best alternatives to Snowflake Arctic Embed L?›

Multilingual E5 Large Instruct (better), F2LLM v2 8B (open weights).