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Colpali v1.1

Aug 2024
vColpali v1.1
Compare in
on
self-host onlyprice
76.1MIEB lite
Aug 2024released
16K tokensMax input
enLanguages

Ranking?

Full ranking →
1Argus Colqwen3.5 9B v089.82Nemotron Colembed VL 8B v289.53Argus Colqwen3.5 4B v089.54VultronRetrieverPrime Qwen3.5 8B88.95VultronRetrieverCore Qwen3.5 4.5B88.9
···
43ColSmol 500M77.144Colpali v1.176.145LCO Embedding Omni 7B75.3

Strong at

B
Embeddings & Retrieval#44 of 89

Alternatives?

ModelScoreCostPriceWhat changes
BetterJina Embeddings v4unstatedOpen+14%—$0.05Languages: not verified+1DOpenArgus Colqwen3.5 9B v0unstated+18%——Memory (4-bit): 1.8 GB → 5.3 GBVBetterVoyage Multimodal 3+5%—$0.12Languages: not verifiedBetterNemotron Colembed VL 8B v2Open+18%——Languages: not verified+1DBetterArgus Colqwen3.5 4B v0unstatedOpen+18%——Memory (4-bit): 1.8 GB → 2.8 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
76777879Oct 24Release dateMIEB lite · Document Understandingv1.1v1.2v1.3
76777879Oct 24Release dateMIEB lite · Document Understandingv1.1v1.2v1.3

Benchmarks

in Embeddings & Retrieval
MIEB English · Document Understanding · English81.6#42
MIEB lite · Document Understanding · English76.1#44
MIEB multilingual · Document Understanding · English81.6#42
ViDoRe v1&v2 · Mean over tasks · multilingual (4 languages)72.6#39

FAQ

How much does Colpali v1.1 cost?›

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

Is Colpali v1.1 free to use?›

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

How good is Colpali v1.1, and what is it best at?›

#44 of 89 in Multimodal.

Is Colpali v1.1 better than ColSmol 500M?›

On MIEB lite · Document Understanding · English, Colpali v1.1 scores 76.1 vs 77.1 — lower.

When was Colpali v1.1 released? Is there a newer version?›

Released 2024-08-21. It is the current version in its line.

Is Colpali v1.1 open source?›

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

Can I run Colpali v1.1 locally?›

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

What is Colpali v1.1?›

Colpali v1.1 is an open-weights embeddings & retrieval model from vidore, released Aug 2024.

What are the best alternatives to Colpali v1.1?›

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