Model comparison

Qwen3.5-9B-imabari-v2 vs HyperCLOVAX-SEED-Text-Instruct-1.5B

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

From the file· summed bytes, KV per layer

Side by side

Qwen3.5-9B-imabari-v2HyperCLOVAX-SEED-Text-Instruct-1.5B
Parameters9.7B1.6B
Architectureqwen35llama
Layers32
Native context262,144
Mixture of expertsnono
Quantizations published241
Smallest quantization2.55 GiB1.06 GiB
Q4_K_M1.06 GiB
Licenceotherother

KV cache by context

the term that decides long-context viability
ContextQwen3.5-9B-imabari-v2HyperCLOVAX-SEED-Text-Instruct-1.5BRatio
4,0960.13 GiB
8,1920.25 GiB
16,3840.50 GiB
32,7681.00 GiB
65,5362.00 GiB
131,0724.00 GiB