Model comparison

Qwen2.5-7B-Instruct-abliterated 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 4,683,074,560.

From the file· summed bytes, KV per layer

Side by side

Qwen2.5-7B-Instruct-abliteratedHyperCLOVAX-SEED-Text-Instruct-1.5B
Parameters7.6B1.6B
Architectureqwen2llama
Layers
Native context
Mixture of expertsnono
Quantizations published361
Smallest quantization1.77 GiB1.06 GiB
Q4_K_M4.36 GiB1.06 GiB
Licenceapache-2.0other

KV cache by context

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