Model comparison

Qwen2.5-Omni-7B 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 4,683,072,384.

From the file· summed bytes, KV per layer

Side by side

Qwen2.5-Omni-7BHyperCLOVAX-SEED-Text-Instruct-1.5B
Parameters10.7B1.6B
Architectureqwen2vlllama
Layers
Native context
Mixture of expertsnono
Quantizations published411
Smallest quantization1.93 GiB1.06 GiB
Q4_K_M4.36 GiB1.06 GiB
Licenceotherother

KV cache by context

the term that decides long-context viability
ContextQwen2.5-Omni-7BHyperCLOVAX-SEED-Text-Instruct-1.5BRatio
4,096
8,192
16,384
32,768
65,536
131,072