Model comparison

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

At Q4_K_M, HyperCLOVAX-SEED-Text-Instruct-1.5B is the smaller download — 1,133,974,368 bytes against 5,627,045,216.

From the file· summed bytes, KV per layer

Side by side

Qwen3.5-9B-abliteratedHyperCLOVAX-SEED-Text-Instruct-1.5B
Parameters9.4B1.6B
Architectureqwen35llama
Layers32
Native context262,144
Mixture of expertsnono
Quantizations published361
Smallest quantization2.28 GiB1.06 GiB
Q4_K_M5.24 GiB1.06 GiB
Licenceapache-2.0other

KV cache by context

the term that decides long-context viability
ContextQwen3.5-9B-abliteratedHyperCLOVAX-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