Model comparison

Llama-3-8B-Instruct-32k-v0.1 vs Qwen3-VL-8B-Instruct-abliterated-v1

At Q4_K_M, Llama-3-8B-Instruct-32k-v0.1 is the smaller download — 4,920,734,208 bytes against 5,027,785,792.

From the file· summed bytes, KV per layer

Side by side

Llama-3-8B-Instruct-32k-v0.1Qwen3-VL-8B-Instruct-abliterated-v1
Parameters8.0B8.8B
Architecturellamaqwen3vl
Layers
Native context
Mixture of expertsnono
Quantizations published1548
Smallest quantization1.88 GiB1.97 GiB
Q4_K_M4.58 GiB4.68 GiB
Licenceapache-2.0

KV cache by context

the term that decides long-context viability
ContextLlama-3-8B-Instruct-32k-v0.1Qwen3-VL-8B-Instruct-abliterated-v1Ratio
4,096
8,192
16,384
32,768
65,536
131,072