Model comparison

Qwen3-VL-32B-Instruct vs Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP

At Q4_K_M, Qwen3-VL-32B-Instruct is the smaller download — 19,762,150,432 bytes against 36,545,830,912. At long context the gap widens: Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP'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-VL-32B-InstructQwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP
Parameters33.4B27.8B
Architectureqwen3vlqwen35
Layers6464
Native context262,144262,144
Mixture of expertsnono
Quantizations published4834
Smallest quantization7.21 GiB10.12 GiB
Q4_K_M18.40 GiB34.04 GiB
Licenceapache-2.0apache-2.0

KV cache by context

the term that decides long-context viability
ContextQwen3-VL-32B-InstructQwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTPRatio
4,0961.00 GiB0.25 GiB4.00×
8,1922.00 GiB0.50 GiB4.00×
16,3844.00 GiB1.00 GiB4.00×
32,7688.00 GiB2.00 GiB4.00×
65,53616.00 GiB4.00 GiB4.00×
131,07232.00 GiB8.00 GiB4.00×