Model comparison

dolphin-2_6-phi-2 vs Qwen3-VL-8B-Instruct-abliterated-v1

At Q4_K_M, dolphin-2_6-phi-2 is the smaller download — 1,789,240,608 bytes against 5,027,785,792.

From the file· summed bytes, KV per layer

Side by side

dolphin-2_6-phi-2Qwen3-VL-8B-Instruct-abliterated-v1
Parameters2.8B8.8B
Architecturephi2qwen3vl
Layers32
Native context
Mixture of expertsnono
Quantizations published1248
Smallest quantization1.09 GiB1.97 GiB
Q4_K_M1.67 GiB4.68 GiB
Licenceotherapache-2.0

KV cache by context

the term that decides long-context viability
Contextdolphin-2_6-phi-2Qwen3-VL-8B-Instruct-abliterated-v1Ratio
4,096
8,192
16,384
32,768
65,536
131,072