Model comparison

Novaciano-3.2-1B vs HyperCLOVAX-SEED-Text-Instruct-1.5B

At Q4_K_M, Novaciano-3.2-1B is the smaller download — 955,442,624 bytes against 1,133,974,368.

From the file· summed bytes, KV per layer

Side by side

Novaciano-3.2-1BHyperCLOVAX-SEED-Text-Instruct-1.5B
Parameters1.5B1.6B
Architecturellamallama
Layers16
Native context131,072
Mixture of expertsnono
Quantizations published361
Smallest quantization0.45 GiB1.06 GiB
Q4_K_M0.89 GiB1.06 GiB
Licencellama3.2other

KV cache by context

the term that decides long-context viability
ContextNovaciano-3.2-1BHyperCLOVAX-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