Model comparison

Gluon-8B vs Qwen3-4B

These two publish different quantization sets; the table below has the exact sizes.

From the file· summed bytes, KV per layer

Side by side

Gluon-8BQwen3-4B
Parameters8.0B4.0B
Architecturellamaqwen3
Layers3236
Native context131,07240,960
Mixture of expertsnono
Quantizations published2129
Smallest quantization1.88 GiB1.01 GiB
Q4_K_M2.33 GiB
Licenceapache-2.0

KV cache by context

the term that decides long-context viability
ContextGluon-8BQwen3-4BRatio
4,0960.50 GiB0.56 GiB1.13×
8,1921.00 GiB1.13 GiB1.13×
16,3842.00 GiB2.25 GiB1.13×
32,7684.00 GiB4.50 GiB1.13×
65,5368.00 GiB9.00 GiB1.13×
131,07216.00 GiB18.00 GiB1.13×