Is dotwebs-1 or Qwen3.8-27B smaller?

dotwebs-1 is smaller at Q4_K_M: 5.38 GiB against 15.66 GiB.

Which uses less memory at long context?

dotwebs-1 — its KV cache at 32K context is 2.0x smaller, because of how its attention layers cache.

Model comparison

dotwebs-1 vs Qwen3.8-27B

At Q4_K_M, dotwebs-1 is the smaller download — 5,780,090,688 bytes against 16,810,714,336. At long context the gap widens: dotwebs-1's KV cache at 32K is 2.0× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

	dotwebs-1	Qwen3.8-27B
Parameters	9.7B	27.8B
Architecture	qwen35	qwen35
Layers	32	64
Native context	262,144	262,144
Mixture of experts	no	no
Quantizations published	27	22
Smallest quantization	3.65 GiB	8.39 GiB
Q4_K_M	5.38 GiB	15.66 GiB
Licence	—	apache-2.0

KV cache by context

the term that decides long-context viability

Context	dotwebs-1	Qwen3.8-27B	Ratio
4,096	0.13 GiB	0.25 GiB	2.00×
8,192	0.25 GiB	0.50 GiB	2.00×
16,384	0.50 GiB	1.00 GiB	2.00×
32,768	1.00 GiB	2.00 GiB	2.00×
65,536	2.00 GiB	4.00 GiB	2.00×
131,072	4.00 GiB	8.00 GiB	2.00×