Model comparison

EXAONE-Deep-7.8B 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 4,770,649,856.

From the file· summed bytes, KV per layer

Side by side

EXAONE-Deep-7.8BHyperCLOVAX-SEED-Text-Instruct-1.5B
Parameters7.8B1.6B
Architectureexaonellama
Layers
Native context32,768
Mixture of expertsnono
Quantizations published291
Smallest quantization2.63 GiB1.06 GiB
Q4_K_M4.44 GiB1.06 GiB
Licenceotherother

KV cache by context

the term that decides long-context viability
ContextEXAONE-Deep-7.8BHyperCLOVAX-SEED-Text-Instruct-1.5BRatio
4,096
8,192
16,384
32,768
65,536
131,072