Model comparison

Qwen3-Coder-30B-A3B-Instruct vs dolphin-2.9.1-yi-1.5-34b-heretic

At Q4_K_M, Qwen3-Coder-30B-A3B-Instruct is the smaller download — 18,556,689,568 bytes against 20,658,713,888. At long context the gap widens: Qwen3-Coder-30B-A3B-Instruct's KV cache at 32K is 2.5× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Qwen3-Coder-30B-A3B-Instructdolphin-2.9.1-yi-1.5-34b-heretic
Parameters30.5B34.4B
Architectureqwen3moellama
Layers4860
Native context262,1448,192
Mixture of expertsyes, 128 expertsno
Quantizations published4611
Smallest quantization7.46 GiB11.94 GiB
Q4_K_M17.28 GiB19.24 GiB
Licenceapache-2.0apache-2.0

KV cache by context

the term that decides long-context viability
ContextQwen3-Coder-30B-A3B-Instructdolphin-2.9.1-yi-1.5-34b-hereticRatio
4,0960.38 GiB0.94 GiB2.50×
8,1920.75 GiB1.88 GiB2.50×
16,3841.50 GiB3.75 GiB2.50×
32,7683.00 GiB7.50 GiB2.50×
65,5366.00 GiB15.00 GiB2.50×
131,07212.00 GiB30.00 GiB2.50×