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Splade v3

Mar 2024
nSplade v3
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price not verifiedprice
24MTEB Korean v2
Mar 2024released
1K tokensMax input
enLanguages

Ranking?

Full ranking →
1F2LLM v2 14B86.62F2LLM v2 8B83.53F2LLM v2 0.6B82.94F2LLM v2 1.7B81.75F2LLM v2 4B80.5
···
39All MiniLM L6 v29.540Splade v36.341Opensearch Neural Sparse Encoding v2 Distill4.4

Alternatives?

ModelScoreCostPriceWhat changes
sBetterAll MiniLM L6 v2unstatedOpen+50%—$0.005Max input: 1K tokens → 0K tokenscOpenF2LLM v2 8Bunstated×13.2——Memory (4-bit): 0.1 GB → 4.5 GBBetterQwen 3 Embedding 8BunstatedOpen×11.2—$0.01Languages: not verified+1iBetterMultilingual E5 Large InstructunstatedOpen×11.1—$0.01Memory (4-bit): 0.1 GB → 0.3 GBBetterQwen 3 Embedding 0.6BunstatedOpen×10.2—$0.01Languages: 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
LicenceCC BY-NC-SA 4.0no commercial use

Benchmarks

in Embeddings & Retrieval
MTEB Korean v2 · Mean over tasks · multilingual (2 languages)18.4#30
MTEB Korean v2 · Mean over task types · multilingual (2 languages)22.2#31
MTEB Korean v2 · Retrieval · multilingual (2 languages)6.2#41
MTEB Korean v2 · Clustering · Korean6.3#40
MTEB Korean v2 · STS · Korean35.7#85
MTEB Korean v2 · Classification · Korean24#81
MTEB Korean v2 · Pair Classification · Korean50.6#42
MTEB Korean v2 · Reranking · Korean10.3#108

FAQ

How much does Splade v3 cost?›

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

How good is Splade v3, and what is it best at?›

#79 of 156 in Embeddings.

Is Splade v3 better than All MiniLM L6 v2?›

On MTEB Korean v2 · Clustering · Korean, Splade v3 scores 6.3 vs 9.5 — lower.

When was Splade v3 released? Is there a newer version?›

Released 2024-03-08. It is the current version in its line.

Is Splade v3 open source?›

Yes, the weights are open (cc-by-nc-sa-4.0 licence).

Can I run Splade v3 locally?›

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

What is Splade v3?›

Splade v3 is an open-weights embeddings & retrieval model from naver, released Mar 2024.

What are the best alternatives to Splade v3?›

All MiniLM L6 v2 (better), F2LLM v2 8B (open weights).