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Clap Htsat Unfused

May 2023
lClap Htsat Unfused
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66.5MAEB v1 audio-only
May 2023released
768Dimensions

Ranking?

Full ranking →
1E5 Omni 7B86.72MuQ MuLan Large85.43E5 Omni 3B84.54Jina Embeddings v5 Omni Small84.45Jina Embeddings v5 Omni Nano83.2
···
21EmbeddingGemma 266.522Clap Htsat Unfused66.523Larger Clap Music And Speech65.6

Alternatives?

ModelScoreCostPriceWhat changes
BetterJina Embeddings v5 Omni NanounstatedOpen+25%—$0.02Memory (4-bit): 0.1 GB → 0.6 GBHOpenE5 Omni 7Bunstated+30%——Memory (4-bit): 0.1 GB → 5.4 GBBetterJina Embeddings v5 Omni SmallunstatedOpen+27%—$0.05Memory (4-bit): 0.1 GB → 1 GBOBetterMuQ MuLan LargeOpen+29%——Memory (4-bit): 0.1 GB → 0.4 GBHBetterE5 Omni 3BunstatedOpen+27%——Memory (4-bit): 0.1 GB → 2.8 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
MAEB v1 · Mean over tasks · multilingual (159 languages)33#16
MAEB v1 · Mean over task types · multilingual (159 languages)40.5#16
MAEB v1 · Audio Classification · multilingual (102 languages)41.9#17
MAEB v1 · Audio Zero-shot Classification · English11.3#27
MAEB v1 · Any-to-any Retrieval · multilingual (150 languages)18.1#15
MAEB v1 · Audio Pair Classification · English52.6#23
MAEB v1 · Audio Reranking · No linguistic content66.5#22
MAEB v1 · Audio Multilabel Classification · English80.8#2
MAEB v1 · Audio Clustering · multilingual (6 languages)12.5#6
MAEB v1 audio-only · Mean over tasks · multilingual (102 languages)42.9#19
MAEB v1 audio-only · Mean over task types · multilingual (102 languages)53.3#15
MAEB v1 audio-only · Audio Classification · multilingual (102 languages)41.9#17
MAEB v1 audio-only · Any-to-any Retrieval · multilingual (4 languages)93#6
MAEB v1 audio-only · Audio Clustering · multilingual (6 languages)12.5#6
MAEB v1 audio-only · Audio Pair Classification · English52.6#23
MAEB v1 audio-only · Audio Reranking · No linguistic content66.5#22

FAQ

How much does Clap Htsat Unfused cost?›

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

How good is Clap Htsat Unfused, and what is it best at?›

#19 of 27 in Multimodal.

Is Clap Htsat Unfused better than EmbeddingGemma 2?›

On MAEB v1 audio-only · Audio Reranking · No linguistic content, Clap Htsat Unfused scores 66.5 vs 66.5 — about the same.

When was Clap Htsat Unfused released? Is there a newer version?›

Released 2023-05-22. It is the current version in its line.

Is Clap Htsat Unfused open source?›

Yes, the weights are open (MIT licence).

Can I run Clap Htsat Unfused locally?›

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

What is Clap Htsat Unfused?›

Clap Htsat Unfused is an open-weights embeddings & retrieval model from laion, released May 2023.

What are the best alternatives to Clap Htsat Unfused?›

Jina Embeddings v5 Omni Nano (better), E5 Omni 7B (open weights).