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 →
1Ebind Audio Vision61.11Ebind Full61.13LCO Embedding Omni 7B55.54BidirLM Omni 2.5B Embedding53.95LCO Embedding Omni 3B52.7
···
11Omni Embed Nemotron 3B42.512Pe Av Large37.913Pe Av Small35.4

Alternatives?

ModelScoreCostPriceWhat changes
BetterJina Embeddings v5 Omni NanounstatedOpen+15%—$0.02eOpenEbind Audio Vision+61%——Max input: 1K tokens → 0K tokensBetterJina Embeddings v5 Omni SmallunstatedOpen+36%—$0.05eBetterEbind FullunstatedOpen+61%——Max input: 1K tokens → 0K tokensLBetterLCO Embedding Omni 7BunstatedOpen+46%——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 · Video Classification · multilingual (16 languages)54.8#6
MVEB v1 · Video Zero-shot Classification · English37.9#12
MVEB v1 · Any-to-any Retrieval · English62#3
MVEB v1 · Video Centric QA · English29.2#20
MVEB v1 · Video Pair Classification · English75.2#12
MVEB v1 · Video Clustering · English21.7#5
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 Classification · multilingual (16 languages)45.3#15
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 Pair Classification · English79.2#16
MVEB text video v1 · Video Clustering · English11.5#9
MVEB text video v1 · Video Centric QA · English26.3#11
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 Pair Classification · English71.2#15
MVEB video v1 · Video Classification · multilingual (16 languages)47.2#16

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 Omni Embed Nemotron 3B?›

On MVEB v1 · Video Zero-shot Classification · English, Pe Av Large scores 37.9 vs 42.5 — 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?›

Jina Embeddings v5 Omni Nano (better), Ebind Audio Vision (open weights).