Model comparison

VibeThinker-3B vs Qwen3-4B

At Q4_K_M, VibeThinker-3B is the smaller download — 1,929,902,176 bytes against 2,497,280,256. At long context the gap widens: VibeThinker-3B's KV cache at 32K is 4.0× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

VibeThinker-3BQwen3-4B
Parameters3.1B4.0B
Architectureqwen2qwen3
Layers3636
Native context131,07240,960
Mixture of expertsnono
Quantizations published2729
Smallest quantization1.19 GiB1.01 GiB
Q4_K_M1.80 GiB2.33 GiB
Licencemit

KV cache by context

the term that decides long-context viability
ContextVibeThinker-3BQwen3-4BRatio
4,0960.14 GiB0.56 GiB4.00×
8,1920.28 GiB1.13 GiB4.00×
16,3840.56 GiB2.25 GiB4.00×
32,7681.13 GiB4.50 GiB4.00×
65,5362.25 GiB9.00 GiB4.00×
131,0724.50 GiB18.00 GiB4.00×