Model comparison

Illustrious-xl-early-release-v0 vs FLUX.1-dev

At Q4_K_M, Illustrious-xl-early-release-v0 is the smaller download — 6,109,905,792 bytes against 6,931,817,760.

From the file· summed bytes, KV per layer

Side by side

Illustrious-xl-early-release-v0FLUX.1-dev
Parameters2.6B11.9B
Architecturesdxlflux
Layers
Native context
Mixture of expertsnono
Quantizations published1537
Smallest quantization3.30 GiB3.75 GiB
Q4_K_M5.69 GiB6.46 GiB
Licenceapache-2.0other

KV cache by context

the term that decides long-context viability
ContextIllustrious-xl-early-release-v0FLUX.1-devRatio
4,096
8,192
16,384
32,768
65,536
131,072