Model comparison

MATE-3B 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 1,929,903,072.

From the file· summed bytes, KV per layer

Side by side

MATE-3BHyperCLOVAX-SEED-Text-Instruct-1.5B
Parameters3.1B1.6B
Architectureqwen2llama
Layers36
Native context32,768
Mixture of expertsnono
Quantizations published361
Smallest quantization0.74 GiB1.06 GiB
Q4_K_M1.80 GiB1.06 GiB
Licencecc-by-nc-nd-4.0other

KV cache by context

the term that decides long-context viability
ContextMATE-3BHyperCLOVAX-SEED-Text-Instruct-1.5BRatio
4,0960.14 GiB
8,1920.28 GiB
16,3840.56 GiB
32,7681.13 GiB
65,5362.25 GiB
131,0724.50 GiB