Model comparison

Nanbeige4.2-3B-heretic 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 2,574,808,288.

From the file· summed bytes, KV per layer

Side by side

Nanbeige4.2-3B-hereticHyperCLOVAX-SEED-Text-Instruct-1.5B
Parameters4.2B1.6B
Architecturenanbeigellama
Layers22
Native context262,144
Mixture of expertsnono
Quantizations published41
Smallest quantization2.40 GiB1.06 GiB
Q4_K_M2.40 GiB1.06 GiB
Licenceapache-2.0other

KV cache by context

the term that decides long-context viability
ContextNanbeige4.2-3B-hereticHyperCLOVAX-SEED-Text-Instruct-1.5BRatio
4,0960.34 GiB
8,1920.69 GiB
16,3841.38 GiB
32,7682.75 GiB
65,5365.50 GiB
131,07211.00 GiB