Model comparison

aya-23-8B vs Qwen3-4B

At Q4_K_M, Qwen3-4B is the smaller download — 2,497,280,256 bytes against 5,056,982,144.

From the file· summed bytes, KV per layer

Side by side

aya-23-8BQwen3-4B
Parameters8.0B4.0B
Architecturecommand-rqwen3
Layers36
Native context40,960
Mixture of expertsnono
Quantizations published4629
Smallest quantization2.06 GiB1.01 GiB
Q4_K_M4.71 GiB2.33 GiB
Licencecc-by-nc-4.0

KV cache by context

the term that decides long-context viability
Contextaya-23-8BQwen3-4BRatio
4,0960.56 GiB
8,1921.13 GiB
16,3842.25 GiB
32,7684.50 GiB
65,5369.00 GiB
131,07218.00 GiB