Model comparison

deepseek-coder-6.7b-base 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 4,082,886,848.

From the file· summed bytes, KV per layer

Side by side

deepseek-coder-6.7b-baseHyperCLOVAX-SEED-Text-Instruct-1.5B
Parameters6.7B1.6B
Architecturellamallama
Layers32
Native context16,384
Mixture of expertsnono
Quantizations published561
Smallest quantization1.42 GiB1.06 GiB
Q4_K_M3.80 GiB1.06 GiB
Licenceotherother

KV cache by context

the term that decides long-context viability
Contextdeepseek-coder-6.7b-baseHyperCLOVAX-SEED-Text-Instruct-1.5BRatio
4,0962.00 GiB
8,1924.00 GiB
16,3848.00 GiB
32,76816.00 GiB
65,53632.00 GiB
131,07264.00 GiB