Model comparison
Qwopus3.6-27B-v2-abliterated vs Qwen3-Coder-30B-A3B-Instruct
At Q4_K_M, Qwopus3.6-27B-v2-abliterated is the smaller download — 16,810,713,792 bytes against 18,556,689,568. At long context the gap widens: Qwopus3.6-27B-v2-abliterated's KV cache at 32K is 1.5× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| Qwopus3.6-27B-v2-abliterated | Qwen3-Coder-30B-A3B-Instruct | |
|---|---|---|
| Parameters | 27.4B | 30.5B |
| Architecture | qwen35 | qwen3moe |
| Layers | 64 | 48 |
| Native context | 262,144 | 262,144 |
| Mixture of experts | no | yes, 128 experts |
| Quantizations published | 30 | 46 |
| Smallest quantization | 10.12 GiB | 7.46 GiB |
| Q4_K_M | 15.66 GiB | 17.28 GiB |
| Licence | — | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | Qwopus3.6-27B-v2-abliterated | Qwen3-Coder-30B-A3B-Instruct | Ratio |
|---|---|---|---|
| 4,096 | 0.25 GiB | 0.38 GiB | 1.50× |
| 8,192 | 0.50 GiB | 0.75 GiB | 1.50× |
| 16,384 | 1.00 GiB | 1.50 GiB | 1.50× |
| 32,768 | 2.00 GiB | 3.00 GiB | 1.50× |
| 65,536 | 4.00 GiB | 6.00 GiB | 1.50× |
| 131,072 | 8.00 GiB | 12.00 GiB | 1.50× |