EvoQwen2.5 VL Retriever 3B v1 vs EvoQwen2.5 VL Retriever 7B v1

Wins 0 of 0 benchmarks
Wins 0 of 0 benchmarks
No benchmarks in this slice.

Specs

SpecEvoQwen2.5 VL Retriever 3B v1EvoQwen2.5 VL Retriever 7B v1
Context128K128K
WeightsOpenOpen
ReleasedNov 2025Nov 2025
Dimensions2,0483,584
Max input128K tokens128K tokens
Languagesenen
Memory (4-bit)1.8 GB4.2 GB
LicenceApache-2.0Apache-2.0
Commercial useAllowedAllowed

What breaks when you switch

EvoQwen2.5 VL Retriever 3B v1 → EvoQwen2.5 VL Retriever 7B v1
Re-embed your whole corpus›

Vectors from different models can't be mixed; dimensions change from 2,048 to 3,584.

Memory (4-bit): 1.8 GB → 4.2 GB
EvoQwen2.5 VL Retriever 7B v1 → EvoQwen2.5 VL Retriever 3B v1
Re-embed your whole corpus›

Vectors from different models can't be mixed; dimensions change from 3,584 to 2,048.