Model comparison

JoyAI-Image-Edit-Plus-Diffusers vs Qwen-Image-Edit-2511

At Q4_K_M, JoyAI-Image-Edit-Plus-Diffusers is the smaller download — 11,596,270,656 bytes against 11,657,701,984.

From the file· summed bytes, KV per layer

Side by side

JoyAI-Image-Edit-Plus-DiffusersQwen-Image-Edit-2511
Parameters16.3B20.4B
Architecturewanqwen_image
Layers
Native context
Mixture of expertsnono
Quantizations published1236
Smallest quantization7.33 GiB4.13 GiB
Q4_K_M10.80 GiB10.86 GiB
Licenceapache-2.0apache-2.0

KV cache by context

the term that decides long-context viability
ContextJoyAI-Image-Edit-Plus-DiffusersQwen-Image-Edit-2511Ratio
4,096
8,192
16,384
32,768
65,536
131,072
JoyAI-Image-Edit-Plus-Diffusers vs Qwen-Image-Edit-2511 — size, memory and hardware fit — ossmodeldb