Model comparison

MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking vs gemma-3-1b-it

At Q4_K_M, MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking is the smaller download — 688,066,528 bytes against 806,058,240. At long context the gap widens: gemma-3-1b-it's KV cache at 32K is 5.1× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinkinggemma-3-1b-it
Parameters1.1B1000M
Architecturellamagemma3
Layers2426
Native context131,07232,768
Mixture of expertsnono
Quantizations published1028
Smallest quantization0.64 GiB0.52 GiB
Q4_K_M0.64 GiB0.75 GiB
Licenceapache-2.0gemma

KV cache by context

the term that decides long-context viability
ContextMiniCPM5-1B-Claude-Opus-Fable5-V2-Thinkinggemma-3-1b-itRatio
4,0960.09 GiB0.04 GiB2.53×
8,1920.19 GiB0.05 GiB3.56×
16,3840.38 GiB0.08 GiB4.47×
32,7680.75 GiB0.15 GiB5.12×
65,5361.50 GiB0.27 GiB5.53×
131,0723.00 GiB0.52 GiB5.75×
MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking vs gemma-3-1b-it — size, memory and hardware fit — ossmodeldb