Model comparison
Qwen3.8-27B vs Huihui-ThinkingCap-Qwen3.6-27B-abliterated
At Q4_K_M, Huihui-ThinkingCap-Qwen3.6-27B-abliterated is the smaller download — 16,810,714,176 bytes against 16,810,714,336.
From the file· summed bytes, KV per layer
Side by side
| Qwen3.8-27B | Huihui-ThinkingCap-Qwen3.6-27B-abliterated | |
|---|---|---|
| Parameters | 27.8B | 27.4B |
| Architecture | qwen35 | qwen35 |
| Layers | 64 | 64 |
| Native context | 262,144 | 262,144 |
| Mixture of experts | no | no |
| Quantizations published | 22 | 25 |
| Smallest quantization | 8.39 GiB | 10.12 GiB |
| Q4_K_M | 15.66 GiB | 15.66 GiB |
| Licence | apache-2.0 | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | Qwen3.8-27B | Huihui-ThinkingCap-Qwen3.6-27B-abliterated | Ratio |
|---|---|---|---|
| 4,096 | 0.25 GiB | 0.25 GiB | 1.00× |
| 8,192 | 0.50 GiB | 0.50 GiB | 1.00× |
| 16,384 | 1.00 GiB | 1.00 GiB | 1.00× |
| 32,768 | 2.00 GiB | 2.00 GiB | 1.00× |
| 65,536 | 4.00 GiB | 4.00 GiB | 1.00× |
| 131,072 | 8.00 GiB | 8.00 GiB | 1.00× |