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Colpali v1.3

Nov 2024
vColpali v1.3
Compare in
on
self-host onlyprice
79.4MIEB lite
Nov 2024released
16K tokensMax input
enLanguages

Ranking?

Full ranking →
1Argus Colqwen3.5 9B v092.72Nemotron Colembed VL 8B v292.73Argus Colqwen3.5 4B v092.34VultronRetrieverCore Qwen3.5 4.5B92.25VultronRetrieverPrime Qwen3.5 8B92.1
···
33Eager Embed v184.934Colpali v1.384.835DNA VL STEER 2B84

Strong at

B
Embeddings & Retrieval#36 of 89

Alternatives?

ModelScoreCostPriceWhat changes
BetterJina Embeddings v4unstatedOpen+7%—$0.05Languages: not verified+1DOpenArgus Colqwen3.5 9B v0unstated+9%——Memory (4-bit): 1.8 GB → 5.3 GBBetterNemotron Colembed VL 8B v2Open+9%——Languages: not verified+1DBetterArgus Colqwen3.5 4B v0unstatedOpen+9%——Memory (4-bit): 1.8 GB → 2.8 GBvBetterVultronRetrieverCore Qwen3.5 4.5BOpen+9%——Memory (4-bit): 1.8 GB → 2.7 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

History

3 versions
82838485Oct 24Release dateMIEB multilingual · Document Understandingv1.1v1.2v1.3
82838485Oct 24Release dateMIEB multilingual · Document Understandingv1.1v1.2v1.3

Benchmarks

in Embeddings & Retrieval
JinaVDR · Mean over tasks · multilingual (20 languages)66.1#4
JinaVDR · Mean over task types · multilingual (20 languages)66.1#4
JinaVDR · Document Understanding · multilingual (20 languages)66.1#4
MIEB English · Document Understanding · English84.8#34
MIEB lite · Document Understanding · English79.4#36
MIEB multilingual · Document Understanding · English84.8#34
ViDoRe v3 · Mean over tasks · multilingual (6 languages)43.1#35
ViDoRe v1&v2 · Mean over tasks · multilingual (4 languages)76.2#35
MMEB-V2lab44.2

FAQ

How much does Colpali v1.3 cost?›

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

Is Colpali v1.3 free to use?›

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

How good is Colpali v1.3, and what is it best at?›

#36 of 89 in Multimodal.

Is Colpali v1.3 better than Eager Embed v1?›

On MIEB multilingual · Document Understanding · English, Colpali v1.3 scores 84.8 vs 84.9 — about the same.

When was Colpali v1.3 released? Is there a newer version?›

Released 2024-11-01. It is the current version in its line.

Is Colpali v1.3 open source?›

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

Can I run Colpali v1.3 locally?›

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

What is Colpali v1.3?›

Colpali v1.3 is an open-weights embeddings & retrieval model from vidore, released Nov 2024.

What are the best alternatives to Colpali v1.3?›

Jina Embeddings v4 (better), Argus Colqwen3.5 9B v0 (open weights).