Model comparison

Qwen3.5-88B vs Qwen3-30B-A3B-Thinking-2507

At Q4_K_M, Qwen3-30B-A3B-Thinking-2507 is the smaller download — 18,556,685,824 bytes against 53,323,531,328. At long context the gap widens: Qwen3.5-88B's KV cache at 32K is 4.0× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Qwen3.5-88BQwen3-30B-A3B-Thinking-2507
Parameters87.7B30.5B
Architectureqwen35moeqwen3moe
Layers4848
Native context262,144262,144
Mixture of expertsyes, 180 expertsyes, 128 experts
Quantizations published3351
Smallest quantization17.20 GiB7.05 GiB
Q4_K_M49.66 GiB17.28 GiB
Licenceotherapache-2.0

KV cache by context

the term that decides long-context viability
ContextQwen3.5-88BQwen3-30B-A3B-Thinking-2507Ratio
4,0960.09 GiB0.38 GiB4.00×
8,1920.19 GiB0.75 GiB4.00×
16,3840.38 GiB1.50 GiB4.00×
32,7680.75 GiB3.00 GiB4.00×
65,5361.50 GiB6.00 GiB4.00×
131,0723.00 GiB12.00 GiB4.00×