Model comparison

aya-23-8B vs Qwen3-VL-8B-Instruct-abliterated-v1

At Q4_K_M, Qwen3-VL-8B-Instruct-abliterated-v1 is the smaller download — 5,027,785,792 bytes against 5,056,982,144.

From the file· summed bytes, KV per layer

Side by side

aya-23-8BQwen3-VL-8B-Instruct-abliterated-v1
Parameters8.0B8.8B
Architecturecommand-rqwen3vl
Layers
Native context
Mixture of expertsnono
Quantizations published4648
Smallest quantization2.06 GiB1.97 GiB
Q4_K_M4.71 GiB4.68 GiB
Licencecc-by-nc-4.0apache-2.0

KV cache by context

the term that decides long-context viability
Contextaya-23-8BQwen3-VL-8B-Instruct-abliterated-v1Ratio
4,096
8,192
16,384
32,768
65,536
131,072