Model comparison

Qwen3.5-9B-Claude-4.6-Opus-Reasoning-Distilled-v2 vs Qwen3.8-27B

At Q4_K_M, Qwen3.5-9B-Claude-4.6-Opus-Reasoning-Distilled-v2 is the smaller download — 5,629,105,408 bytes against 16,810,714,336. At long context the gap widens: Qwen3.5-9B-Claude-4.6-Opus-Reasoning-Distilled-v2's KV cache at 32K is 2.0× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Qwen3.5-9B-Claude-4.6-Opus-Reasoning-Distilled-v2Qwen3.8-27B
Parameters9.7B27.8B
Architectureqwen35qwen35
Layers3264
Native context262,144262,144
Mixture of expertsnono
Quantizations published822
Smallest quantization4.31 GiB8.39 GiB
Q4_K_M5.24 GiB15.66 GiB
Licenceapache-2.0

KV cache by context

the term that decides long-context viability
ContextQwen3.5-9B-Claude-4.6-Opus-Reasoning-Distilled-v2Qwen3.8-27BRatio
4,0960.13 GiB0.25 GiB2.00×
8,1920.25 GiB0.50 GiB2.00×
16,3840.50 GiB1.00 GiB2.00×
32,7681.00 GiB2.00 GiB2.00×
65,5362.00 GiB4.00 GiB2.00×
131,0724.00 GiB8.00 GiB2.00×