Model comparison

Amaretto-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 5,198,387,136.

From the file· summed bytes, KV per layer

Side by side

Amaretto-8BHyperCLOVAX-SEED-Text-Instruct-1.5B
Parameters8.9B1.6B
Architecturemistral3llama
Layers34
Native context262,144
Mixture of expertsnono
Quantizations published361
Smallest quantization1.98 GiB1.06 GiB
Q4_K_M4.84 GiB1.06 GiB
Licenceapache-2.0other

KV cache by context

the term that decides long-context viability
ContextAmaretto-8BHyperCLOVAX-SEED-Text-Instruct-1.5BRatio
4,0960.53 GiB
8,1921.06 GiB
16,3842.13 GiB
32,7684.25 GiB
65,5368.50 GiB
131,07217.00 GiB