Model comparison

Huihui-Qwen3-4B-Instruct-2507-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 2,497,276,736.

From the file· summed bytes, KV per layer

Side by side

Huihui-Qwen3-4B-Instruct-2507-abliteratedHyperCLOVAX-SEED-Text-Instruct-1.5B
Parameters4.0B1.6B
Architectureqwen3llama
Layers36
Native context262,144
Mixture of expertsnono
Quantizations published391
Smallest quantization1.55 GiB1.06 GiB
Q4_K_M2.33 GiB1.06 GiB
Licenceapache-2.0other

KV cache by context

the term that decides long-context viability
ContextHuihui-Qwen3-4B-Instruct-2507-abliteratedHyperCLOVAX-SEED-Text-Instruct-1.5BRatio
4,0960.56 GiB
8,1921.13 GiB
16,3842.25 GiB
32,7684.50 GiB
65,5369.00 GiB
131,07218.00 GiB