Model comparison

madlad400-3b-mt vs Qwen3-VL-8B-Instruct-abliterated-v1

At Q4_K_M, madlad400-3b-mt is the smaller download — 1,858,124,864 bytes against 5,027,785,792.

From the file· summed bytes, KV per layer

Side by side

madlad400-3b-mtQwen3-VL-8B-Instruct-abliterated-v1
Parameters2.9B8.8B
Architecturet5qwen3vl
Layers
Native context
Mixture of expertsnono
Quantizations published548
Smallest quantization1.73 GiB1.97 GiB
Q4_K_M1.73 GiB4.68 GiB
Licenceapache-2.0apache-2.0

KV cache by context

the term that decides long-context viability
Contextmadlad400-3b-mtQwen3-VL-8B-Instruct-abliterated-v1Ratio
4,096
8,192
16,384
32,768
65,536
131,072