Model comparison
Qwen3.6-27B vs Qwen3.6-35B-A3B-REAM-160-ru-agent
At Q4_K_M, Qwen3.6-35B-A3B-REAM-160-ru-agent is the smaller download — 14,398,842,656 bytes against 16,547,397,888. At long context the gap widens: Qwen3.6-35B-A3B-REAM-160-ru-agent's KV cache at 32K is 3.2× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| Qwen3.6-27B | Qwen3.6-35B-A3B-REAM-160-ru-agent | |
|---|---|---|
| Parameters | 27.8B | 23.6B |
| Architecture | qwen35 | qwen35moe |
| Layers | 64 | 40 |
| Native context | 262,144 | 262,144 |
| Mixture of experts | no | yes, 160 experts |
| Quantizations published | 40 | 56 |
| Smallest quantization | 8.74 GiB | 5.24 GiB |
| Q4_K_M | 15.41 GiB | 13.41 GiB |
| Licence | apache-2.0 | — |
KV cache by context
the term that decides long-context viability
| Context | Qwen3.6-27B | Qwen3.6-35B-A3B-REAM-160-ru-agent | Ratio |
|---|---|---|---|
| 4,096 | 0.25 GiB | 0.08 GiB | 3.20× |
| 8,192 | 0.50 GiB | 0.16 GiB | 3.20× |
| 16,384 | 1.00 GiB | 0.31 GiB | 3.20× |
| 32,768 | 2.00 GiB | 0.63 GiB | 3.20× |
| 65,536 | 4.00 GiB | 1.25 GiB | 3.20× |
| 131,072 | 8.00 GiB | 2.50 GiB | 3.20× |