Model comparison

INTELLECT-1-Instruct vs Qwen3-4B

At Q4_K_M, Qwen3-4B is the smaller download — 2,497,280,256 bytes against 6,229,006,784. At long context the gap widens: Qwen3-4B's KV cache at 32K is 1.2× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

INTELLECT-1-InstructQwen3-4B
Parameters10.2B4.0B
Architecturellamaqwen3
Layers4236
Native context8,19240,960
Mixture of expertsnono
Quantizations published5329
Smallest quantization2.31 GiB1.01 GiB
Q4_K_M5.80 GiB2.33 GiB
Licenceapache-2.0

KV cache by context

the term that decides long-context viability
ContextINTELLECT-1-InstructQwen3-4BRatio
4,0960.66 GiB0.56 GiB1.17×
8,1921.31 GiB1.13 GiB1.17×
16,3842.63 GiB2.25 GiB1.17×
32,7685.25 GiB4.50 GiB1.17×
65,53610.50 GiB9.00 GiB1.17×
131,07221.00 GiB18.00 GiB1.17×