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Snowflake Arctic Embed L v2.0 Ko

Mar 2025
dSnowflake Arctic Embed L v2.0 Ko
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price not verifiedprice
42.6MTEB Thai v1
Mar 2025released
1,024Dimensions
8K tokensMax input
en, koLanguages

Ranking?

Full ranking →
1F2LLM v2 14B89.22F2LLM v2 8B88.33F2LLM v2 1.7B884F2LLM v2 4B87.45FlowVec v187.3
···
44Granite Embedding 311M Multilingual R23645Snowflake Arctic Embed L v2.0 Ko35.446EmbeddingGemma 300M35.2

Alternatives?

ModelScoreCostPriceWhat changes
BetterQwen 3 Embedding 8BunstatedOpen+57%—$0.01Languages: not verified+1cOpenF2LLM v2 8Bunstated×2.5——Memory (4-bit): 0.3 GB → 4.5 GBiBetterMultilingual E5 Large InstructunstatedOpen+46%—$0.01Max input: 8K tokens → 1K tokensBetterQwen 3 Embedding 0.6BunstatedOpen+11%—$0.01Languages: not verified+1BetterQwen 3 Embedding 4BunstatedOpen+41%—$0.02Languages: not verified+1

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
MTEB German v1 · Reranking · German53.9#10
MTEB French v1 · Pair Classification · French60.9#62
MTEB Indic v1 · Clustering · multilingual (21 languages)35.4#45
MTEB Korean v2 · Mean over tasks · multilingual (2 languages)71.6#9
MTEB Korean v2 · Mean over task types · multilingual (2 languages)67.9#10
MTEB Korean v2 · STS · Korean82#20
MTEB Korean v2 · Retrieval · multilingual (2 languages)76.2#7
MTEB Korean v2 · Pair Classification · Korean59.7#15
MTEB Korean v2 · Reranking · Korean66.1#8
MTEB Korean v2 · Classification · Korean57.4#32
MTEB Korean v2 · Clustering · Korean66#8
MTEB Spanish v1 · Reranking · Spanish61.8#18
MTEB Thai v1 · Clustering · Thai42.6#62

FAQ

How much does Snowflake Arctic Embed L v2.0 Ko cost?›

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

How good is Snowflake Arctic Embed L v2.0 Ko, and what is it best at?›

#58 of 191 in Embeddings.

Is Snowflake Arctic Embed L v2.0 Ko better than Granite Embedding 311M Multilingual R2?›

On MTEB Indic v1 · Clustering · multilingual (21 languages), Snowflake Arctic Embed L v2.0 Ko scores 35.4 vs 36 — about the same.

When was Snowflake Arctic Embed L v2.0 Ko released? Is there a newer version?›

Released 2025-03-07. It is the current version in its line.

Is Snowflake Arctic Embed L v2.0 Ko open source?›

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

Can I run Snowflake Arctic Embed L v2.0 Ko locally?›

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

What is Snowflake Arctic Embed L v2.0 Ko?›

Snowflake Arctic Embed L v2.0 Ko is an open-weights embeddings & retrieval model from dragonkue, released Mar 2025.

What are the best alternatives to Snowflake Arctic Embed L v2.0 Ko?›

Qwen 3 Embedding 8B (better), F2LLM v2 8B (open weights).