Model comparison
Qwen3.8-27B vs Huihui-Kimi-Linear-48B-A3B-Instruct-abliterated
These two publish different quantization sets; the table below has the exact sizes.
From the file· summed bytes, KV per layer
Side by side
| Qwen3.8-27B | Huihui-Kimi-Linear-48B-A3B-Instruct-abliterated | |
|---|---|---|
| Parameters | 27.8B | 49.1B |
| Architecture | qwen35 | kimi-linear |
| Layers | 64 | — |
| Native context | 262,144 | — |
| Mixture of experts | no | no |
| Quantizations published | 22 | 23 |
| Smallest quantization | 8.39 GiB | 9.39 GiB |
| Q4_K_M | 15.66 GiB | — |
| Licence | apache-2.0 | mit |
KV cache by context
the term that decides long-context viability
| Context | Qwen3.8-27B | Huihui-Kimi-Linear-48B-A3B-Instruct-abliterated | Ratio |
|---|---|---|---|
| 4,096 | 0.25 GiB | — | — |
| 8,192 | 0.50 GiB | — | — |
| 16,384 | 1.00 GiB | — | — |
| 32,768 | 2.00 GiB | — | — |
| 65,536 | 4.00 GiB | — | — |
| 131,072 | 8.00 GiB | — | — |