Model comparison

Meta-Llama-3.2-3B vs Qwen3-VL-8B-Instruct-abliterated-v1

At Q4_K_M, Meta-Llama-3.2-3B is the smaller download — 2,019,373,888 bytes against 5,027,785,792.

From the file· summed bytes, KV per layer

Side by side

Meta-Llama-3.2-3BQwen3-VL-8B-Instruct-abliterated-v1
Parameters3.2B8.8B
Architecturellamaqwen3vl
Layers
Native context
Mixture of expertsnono
Quantizations published548
Smallest quantization1.88 GiB1.97 GiB
Q4_K_M1.88 GiB4.68 GiB
Licencellama3apache-2.0

KV cache by context

the term that decides long-context viability
ContextMeta-Llama-3.2-3BQwen3-VL-8B-Instruct-abliterated-v1Ratio
4,096
8,192
16,384
32,768
65,536
131,072