Model comparison

Gemma-3-4b-it-Uncensored-DBL-X vs Qwen3-4B

At Q4_K_M, Qwen3-4B is the smaller download — 2,497,280,256 bytes against 2,709,839,808. At long context the gap widens: Gemma-3-4b-it-Uncensored-DBL-X's KV cache at 32K is 4.8× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Gemma-3-4b-it-Uncensored-DBL-XQwen3-4B
Parameters4.7B4.0B
Architecturegemma3qwen3
Layers3836
Native context131,07240,960
Mixture of expertsnono
Quantizations published3929
Smallest quantization1.13 GiB1.01 GiB
Q4_K_M2.52 GiB2.33 GiB
Licenceapache-2.0

KV cache by context

the term that decides long-context viability
ContextGemma-3-4b-it-Uncensored-DBL-XQwen3-4BRatio
4,0960.28 GiB0.56 GiB2.00×
8,1920.38 GiB1.13 GiB3.00×
16,3840.56 GiB2.25 GiB4.00×
32,7680.94 GiB4.50 GiB4.80×
65,5361.69 GiB9.00 GiB5.33×
131,0723.19 GiB18.00 GiB5.65×