Model comparison

Mage-Flow vs Qwen3-8B

These two publish different quantization sets; the table below has the exact sizes.

From the file· summed bytes, KV per layer

Side by side

Mage-FlowQwen3-8B
Parameters4.1B8.2B
Architecturepigqwen3
Layers36
Native context40,960
Mixture of expertsnono
Quantizations published151
Smallest quantization2.21 GiB2.12 GiB
Q4_K_M4.68 GiB
Licencemitapache-2.0

KV cache by context

the term that decides long-context viability
ContextMage-FlowQwen3-8BRatio
4,0960.56 GiB
8,1921.13 GiB
16,3842.25 GiB
32,7684.50 GiB
65,5369.00 GiB
131,07218.00 GiB