Model comparison

Muslim-6B-v3 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 3,664,678,944.

From the file· summed bytes, KV per layer

Side by side

Muslim-6B-v3HyperCLOVAX-SEED-Text-Instruct-1.5B
Parameters5.9B1.6B
Architectureqwen3llama
Layers
Native context
Mixture of expertsnono
Quantizations published361
Smallest quantization1.42 GiB1.06 GiB
Q4_K_M3.41 GiB1.06 GiB
Licenceapache-2.0other

KV cache by context

the term that decides long-context viability
ContextMuslim-6B-v3HyperCLOVAX-SEED-Text-Instruct-1.5BRatio
4,096
8,192
16,384
32,768
65,536
131,072