Pe Av Base

Dec 2025
Pe Av Base
Compare in
on
self-host onlyprice
10.7MVEB 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
···
9Pe Av Large46.810Pe Av Base46.311E5 Omni 3B45.8

Alternatives?

ModelScoreCostPriceWhat changes
LBetterLCO Embedding Omni 7BunstatedOpen+21%——Memory (4-bit): 0.6 GB → 5.4 GBLBetterLCO Embedding Omni 3BunstatedOpen+18%——Memory (4-bit): 0.6 GB → 2.8 GBBBetterBidirLM Omni 2.5B EmbeddingunstatedOpen+12%——Memory (4-bit): 0.6 GB → 1.5 GBHBetterE5 Omni 7BunstatedOpen+10%——Memory (4-bit): 0.6 GB → 5.4 GBTBetterOmniEmbed v0.1unstatedOpen+10%——Memory (4-bit): 0.6 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)53.1#7
MVEB v1 · Mean over task types · multilingual (16 languages)46.3#10
MVEB v1 · Any-to-any Retrieval · English59.6#4
MVEB v1 · Video Zero-shot Classification · English34.6#14
MVEB v1 · Video Pair Classification · English75.7#8
MVEB v1 · Video Classification · multilingual (16 languages)54.8#5
MVEB v1 · Video Clustering · English22.6#4
MVEB v1 · Video Centric QA · English30.6#19
MVEB text video v1 · Mean over tasks · multilingual (16 languages)49.7#14
MVEB text video v1 · Mean over task types · multilingual (16 languages)43.7#15
MVEB text video v1 · Video Zero-shot Classification · English49#19
MVEB text video v1 · Any-to-any Retrieval · English57#14
MVEB text video v1 · Video Clustering · English10.7#12
MVEB text video v1 · Video Classification · multilingual (16 languages)45.4#13
MVEB text video v1 · Video Centric QA · English25.1#14
MVEB text video v1 · Video Pair Classification · English75.2#23
MVEB video v1 · Mean over tasks · multilingual (16 languages)53.8#19
MVEB video v1 · Mean over task types · multilingual (16 languages)58.2#19
MVEB video v1 · Video Classification · multilingual (16 languages)45#20
MVEB video v1 · Video Pair Classification · English71.3#13

FAQ

How much does Pe Av Base cost?›

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

Is Pe Av Base free to use?›

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

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

#12 of 27 in Multimodal.

Is Pe Av Base better than Pe Av Large?›

On MVEB v1 · Mean over task types · multilingual (16 languages), Pe Av Base scores 46.3 vs 46.8 — about the same.

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

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

Is Pe Av Base open source?›

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

Can I run Pe Av Base locally?›

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

What is Pe Av Base?›

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

What are the best alternatives to Pe Av Base?›

LCO Embedding Omni 7B (better).