Is Qwen3-0.6B-heretic-abliterated-uncensored or Qwen3-0.6B smaller?

Qwen3-0.6B-heretic-abliterated-uncensored is smaller at Q4_K_M: 0.37 GiB against 0.37 GiB.

Which uses less memory at long context?

Qwen3-0.6B — its KV cache at 32K context is 1.0x smaller, because of how its attention layers cache.

Model comparison

At Q4_K_M, Qwen3-0.6B-heretic-abliterated-uncensored is the smaller download — 396,705,312 bytes against 396,705,472.

From the file· summed bytes, KV per layer

	Qwen3-0.6B-heretic-abliterated-uncensored	Qwen3-0.6B
Parameters	596M	752M
Architecture	qwen3	qwen3
Layers	28	28
Native context	40,960	40,960
Mixture of experts	no	no
Quantizations published	36	44
Smallest quantization	0.19 GiB	0.20 GiB
Q4_K_M	0.37 GiB	0.37 GiB
Licence	—	—

the term that decides long-context viability

Context	Qwen3-0.6B-heretic-abliterated-uncensored	Qwen3-0.6B	Ratio
4,096	0.44 GiB	0.44 GiB	1.00×
8,192	0.88 GiB	0.88 GiB	1.00×
16,384	1.75 GiB	1.75 GiB	1.00×
32,768	3.50 GiB	3.50 GiB	1.00×
65,536	7.00 GiB	7.00 GiB	1.00×
131,072	14.00 GiB	14.00 GiB	1.00×