Model comparison

ideogram-4-fp8 vs FLUX.2-klein-9B

At Q4_K_M, FLUX.2-klein-9B is the smaller download — 5,027,783,648 bytes against 5,027,785,568.

From the file· summed bytes, KV per layer

Side by side

ideogram-4-fp8FLUX.2-klein-9B
Parameters9.3B9.1B
Architectureqwen3vlflux
Layers
Native context
Mixture of expertsnono
Quantizations published1929
Smallest quantization4.46 GiB3.71 GiB
Q4_K_M4.68 GiB4.68 GiB
Licenceotherother

KV cache by context

the term that decides long-context viability
Contextideogram-4-fp8FLUX.2-klein-9BRatio
4,096
8,192
16,384
32,768
65,536
131,072