Model comparison

gemma-4-31B-it-DFlash vs HyperCLOVAX-SEED-Text-Instruct-1.5B

At Q4_K_M, gemma-4-31B-it-DFlash is the smaller download — 911,587,296 bytes against 1,133,974,368.

From the file· summed bytes, KV per layer

Side by side

gemma-4-31B-it-DFlashHyperCLOVAX-SEED-Text-Instruct-1.5B
Parameters1.5B1.6B
Architecturedflashllama
Layers5
Native context262,144
Mixture of expertsnono
Quantizations published121
Smallest quantization0.54 GiB1.06 GiB
Q4_K_M0.85 GiB1.06 GiB
Licenceapache-2.0other

KV cache by context

the term that decides long-context viability
Contextgemma-4-31B-it-DFlashHyperCLOVAX-SEED-Text-Instruct-1.5BRatio
4,0960.05 GiB
8,1920.07 GiB
16,3840.10 GiB
32,7680.16 GiB
65,5360.29 GiB
131,0720.54 GiB