Pe Av Large

Dec 2025
Pe Av Large
Compare in
on
self-host onlyprice
11.5MVEB text video v1
Dec 2025released
1,024Dimensions
1K tokensMax input

Ranking?

Full ranking →
1LCO Embedding Omni 7B56.22LCO Embedding Omni 3B54.53BidirLM Omni 2.5B Embedding52.14E5 Omni 7B51.25OmniEmbed v0.150.9
···
8Jina Embeddings v5 Omni Small47.99Pe Av Large46.810Pe Av Base46.3

Alternatives?

ModelScoreCostPriceWhat changes
LBetterLCO Embedding Omni 7BunstatedOpen+20%——Memory (4-bit): 1.3 GB → 5.4 GBLBetterLCO Embedding Omni 3BunstatedOpen+16%——Memory (4-bit): 1.3 GB → 2.8 GBBBetterBidirLM Omni 2.5B EmbeddingunstatedOpen+11%——Memory (4-bit): 1.3 GB → 1.5 GBHBetterE5 Omni 7BunstatedOpen+9%——Memory (4-bit): 1.3 GB → 5.4 GBTBetterOmniEmbed v0.1unstatedOpen+9%——Memory (4-bit): 1.3 GB → 5.4 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
LicenceApache-2.0free for commercial use

Benchmarks

in Embeddings & Retrieval
MVEB v1 · Mean over tasks · multilingual (16 languages)54.3#6
MVEB v1 · Mean over task types · multilingual (16 languages)46.8#9
MVEB v1 · Any-to-any Retrieval · English62#3
MVEB v1 · Video Zero-shot Classification · English37.9#12
MVEB v1 · Video Pair Classification · English75.2#12
MVEB v1 · Video Classification · multilingual (16 languages)54.8#6
MVEB v1 · Video Clustering · English21.7#5
MVEB v1 · Video Centric QA · English29.2#20
MVEB text video v1 · Mean over tasks · multilingual (16 languages)52.4#10
MVEB text video v1 · Mean over task types · multilingual (16 languages)46.1#8
MVEB text video v1 · Video Zero-shot Classification · English53.6#11
MVEB text video v1 · Any-to-any Retrieval · English60.3#9
MVEB text video v1 · Video Clustering · English11.5#9
MVEB text video v1 · Video Classification · multilingual (16 languages)45.3#15
MVEB text video v1 · Video Centric QA · English26.3#11
MVEB text video v1 · Video Pair Classification · English79.2#16
MVEB video v1 · Mean over tasks · multilingual (16 languages)55.2#16
MVEB video v1 · Mean over task types · multilingual (16 languages)59.2#17
MVEB video v1 · Video Classification · multilingual (16 languages)47.2#16
MVEB video v1 · Video Pair Classification · English71.2#15

FAQ

How much does Pe Av Large cost?›

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

Is Pe Av Large free to use?›

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

How good is Pe Av Large, and what is it best at?›

#9 of 27 in Multimodal.

Is Pe Av Large better than Jina Embeddings v5 Omni Small?›

On MVEB v1 · Mean over task types · multilingual (16 languages), Pe Av Large scores 46.8 vs 47.9 — lower.

When was Pe Av Large released? Is there a newer version?›

Released 2025-12-22. It is the current version in its line.

Is Pe Av Large open source?›

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

Can I run Pe Av Large locally?›

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

What is Pe Av Large?›

Pe Av Large is an open-weights embeddings & retrieval model from Meta, released Dec 2025.

What are the best alternatives to Pe Av Large?›

LCO Embedding Omni 7B (better).