Model comparison

GLM-4-9B-0414-abliterated vs Qwen3.6-27B

These two publish different quantization sets; the table below has the exact sizes.

From the file· summed bytes, KV per layer

Side by side

GLM-4-9B-0414-abliteratedQwen3.6-27B
Parameters9.4B27.8B
Architectureglm4qwen35
Layers64
Native context262,144
Mixture of expertsnono
Quantizations published140
Smallest quantization7.70 GiB8.74 GiB
Q4_K_M15.41 GiB
Licencemitapache-2.0

KV cache by context

the term that decides long-context viability
ContextGLM-4-9B-0414-abliteratedQwen3.6-27BRatio
4,0960.25 GiB
8,1920.50 GiB
16,3841.00 GiB
32,7682.00 GiB
65,5364.00 GiB
131,0728.00 GiB