Model comparison

deepseek-llm-7b-chat 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 4,223,768,032.

From the file· summed bytes, KV per layer

Side by side

deepseek-llm-7b-chatHyperCLOVAX-SEED-Text-Instruct-1.5B
Parameters6.9B1.6B
Architecturellamallama
Layers30
Native context4,096
Mixture of expertsnono
Quantizations published241
Smallest quantization2.53 GiB1.06 GiB
Q4_K_M3.93 GiB1.06 GiB
Licenceotherother

KV cache by context

the term that decides long-context viability
Contextdeepseek-llm-7b-chatHyperCLOVAX-SEED-Text-Instruct-1.5BRatio
4,0961.88 GiB
8,1923.75 GiB
16,3847.50 GiB
32,76815.00 GiB
65,53630.00 GiB
131,07260.00 GiB