Model comparison

Janus-Pro-7B vs FLUX.1-dev

At Q4_K_M, Janus-Pro-7B is the smaller download — 4,223,359,936 bytes against 6,931,817,760.

From the file· summed bytes, KV per layer

Side by side

Janus-Pro-7BFLUX.1-dev
Parameters7.4B11.9B
Architecturellamaflux
Layers30
Native context16,384
Mixture of expertsnono
Quantizations published3637
Smallest quantization1.61 GiB3.75 GiB
Q4_K_M3.93 GiB6.46 GiB
Licencemitother

KV cache by context

the term that decides long-context viability
ContextJanus-Pro-7BFLUX.1-devRatio
4,0961.88 GiB
8,1923.75 GiB
16,3847.50 GiB
32,76815.00 GiB
65,53630.00 GiB
131,07260.00 GiB