Model comparison

Chocolatine-3B-Instruct-DPO-Revised vs gemma-4-E4B-it

At Q4_K_M, Chocolatine-3B-Instruct-DPO-Revised is the smaller download — 2,393,231,840 bytes against 4,977,171,584. At long context the gap widens: gemma-4-E4B-it's KV cache at 32K is 23.7× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Chocolatine-3B-Instruct-DPO-Revisedgemma-4-E4B-it
Parameters3.8B8.0B
Architecturephi3gemma4
Layers3242
Native context4,096131,072
Mixture of expertsnono
Quantizations published136
Smallest quantization2.23 GiB3.30 GiB
Q4_K_M2.23 GiB4.64 GiB
Licencemitapache-2.0

KV cache by context

the term that decides long-context viability
ContextChocolatine-3B-Instruct-DPO-Revisedgemma-4-E4B-itRatio
4,0961.50 GiB0.12 GiB12.19×
8,1923.00 GiB0.18 GiB16.88×
16,3846.00 GiB0.29 GiB20.90×
32,76812.00 GiB0.51 GiB23.72×
65,53624.00 GiB0.94 GiB25.44×
131,07248.00 GiB1.82 GiB26.40×