Model comparison

Nexa-AI-4x4B-Instruct 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 7,384,160,512.

From the file· summed bytes, KV per layer

Side by side

Nexa-AI-4x4B-InstructHyperCLOVAX-SEED-Text-Instruct-1.5B
Parameters12.1B1.6B
Architectureqwen3moellama
Layers36
Native context262,144
Mixture of expertsyes, 4 expertsno
Quantizations published351
Smallest quantization2.49 GiB1.06 GiB
Q4_K_M6.88 GiB1.06 GiB
Licenceapache-2.0other

KV cache by context

the term that decides long-context viability
ContextNexa-AI-4x4B-InstructHyperCLOVAX-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