Model comparison

Gemma-The-Writer-N-Restless-Quill-10B-Uncensored vs gemma-4-E4B-it

At Q4_K_M, gemma-4-E4B-it is the smaller download — 4,977,171,584 bytes against 6,100,479,520. At long context the gap widens: gemma-4-E4B-it's KV cache at 32K is 13.0× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Gemma-The-Writer-N-Restless-Quill-10B-Uncensoredgemma-4-E4B-it
Parameters10.0B8.0B
Architecturegemma2gemma4
Layers4642
Native context8,192131,072
Mixture of expertsnono
Quantizations published3136
Smallest quantization2.37 GiB3.30 GiB
Q4_K_M5.68 GiB4.64 GiB
Licenceapache-2.0apache-2.0

KV cache by context

the term that decides long-context viability
ContextGemma-The-Writer-N-Restless-Quill-10B-Uncensoredgemma-4-E4B-itRatio
4,0961.44 GiB0.12 GiB11.68×
8,1922.25 GiB0.18 GiB12.64×
16,3843.68 GiB0.29 GiB12.83×
32,7686.56 GiB0.51 GiB12.97×
65,53612.31 GiB0.94 GiB13.05×
131,07223.81 GiB1.82 GiB13.09×