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MuQ MuLan Large

Jan 2025
OMuQ MuLan Large
Compare in
on
self-host onlyprice
85.4MAEB v1 audio-only
Jan 2025released
en, zhLanguages

Ranking?

Full ranking →
1LCO Embedding Omni 7B53.52E5 Omni 7B52.53BidirLM Omni 2.5B Embedding52.44LCO Embedding Omni 3B52.35Jina Embeddings v5 Omni Small50.4
···
18Msclap 202232.219MuQ MuLan Large28.220Wav2clip26.6

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 4.0no commercial use

Benchmarks

in Embeddings & Retrieval
MAEB v1 · Mean over tasks · multilingual (159 languages)28.2#19
MAEB v1 · Mean over task types · multilingual (159 languages)34#19
MAEB v1 · Audio Classification · multilingual (102 languages)38.8#22
MAEB v1 · Audio Zero-shot Classification · English12.6#23
MAEB v1 · Any-to-any Retrieval · multilingual (150 languages)11.7#18
MAEB v1 · Audio Pair Classification · English51.9#31
MAEB v1 · Audio Reranking · No linguistic content85.4#2
MAEB v1 · Audio Multilabel Classification · English33.1#23
MAEB v1 · Audio Clustering · multilingual (6 languages)4.3#19
MAEB v1 audio-only · Mean over tasks · multilingual (102 languages)40.9#22
MAEB v1 audio-only · Mean over task types · multilingual (102 languages)55.3#9
MAEB v1 audio-only · Audio Classification · multilingual (102 languages)38.8#22
MAEB v1 audio-only · Any-to-any Retrieval · multilingual (4 languages)96.3#2
MAEB v1 audio-only · Audio Clustering · multilingual (6 languages)4.3#19
MAEB v1 audio-only · Audio Pair Classification · English51.9#31
MAEB v1 audio-only · Audio Reranking · No linguistic content85.4#2

FAQ

How much does MuQ MuLan Large cost?›

There is no per-unit API price: self-host only.

Is MuQ MuLan Large free to use?›

There is no free API. The weights are open, so you can run it yourself.

How good is MuQ MuLan Large, and what is it best at?›

#2 of 27 in Multimodal.

Is MuQ MuLan Large better than Msclap 2022?›

On MAEB v1 · Mean over tasks · multilingual (159 languages), MuQ MuLan Large scores 28.2 vs 32.2 — lower.

When was MuQ MuLan Large released? Is there a newer version?›

Released 2025-01-01. It is the current version in its line.

Is MuQ MuLan Large open source?›

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

Can I run MuQ MuLan Large locally?›

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

What is MuQ MuLan Large?›

MuQ MuLan Large is an open-weights embeddings & retrieval model from OpenMuQ, released Jan 2025.

What are the best alternatives to MuQ MuLan Large?›

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