Model comparison

Hy-MT2-7B vs Qwen3-8B

At Q4_K_M, Hy-MT2-7B is the smaller download — 4,624,648,896 bytes against 5,027,783,488.

From the file· summed bytes, KV per layer

Side by side

Hy-MT2-7BQwen3-8B
Parameters8.0B8.2B
Architecturehunyuan-denseqwen3
Layers3236
Native context262,14440,960
Mixture of expertsnono
Quantizations published3051
Smallest quantization2.63 GiB2.12 GiB
Q4_K_M4.31 GiB4.68 GiB
Licenceapache-2.0apache-2.0

KV cache by context

the term that decides long-context viability
ContextHy-MT2-7BQwen3-8BRatio
4,0960.50 GiB0.56 GiB1.13×
8,1921.00 GiB1.13 GiB1.13×
16,3842.00 GiB2.25 GiB1.13×
32,7684.00 GiB4.50 GiB1.13×
65,5368.00 GiB9.00 GiB1.13×
131,07216.00 GiB18.00 GiB1.13×