Colpali v1.3 vs ColSmol 500M

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Specs

SpecColpali v1.3ColSmol 500M
Context16K8K
WeightsOpenOpen
ReleasedNov 2024Jan 2025
Max input16K tokens8K tokens
Languagesenen
Memory (4-bit)1.8 GB0.3 GB
LicenceApache-2.0Apache-2.0
Commercial useAllowedAllowed

What breaks when you switch

Colpali v1.3 → ColSmol 500M
Re-embed your whole corpus›

Vectors from different models can't be mixed.

Max input: 16K tokens → 8K tokens
ColSmol 500M → Colpali v1.3
Re-embed your whole corpus›

Vectors from different models can't be mixed.

Memory (4-bit): 0.3 GB → 1.8 GB