Model comparison
Qwen3.6-27B vs Seed-OSS-36B-Instruct-biprojected-norm-preserving-abliterated
These two publish different quantization sets; the table below has the exact sizes. At long context the gap widens: Qwen3.6-27B's KV cache at 32K is 4.0× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| Qwen3.6-27B | Seed-OSS-36B-Instruct-biprojected-norm-preserving-abliterated | |
|---|---|---|
| Parameters | 27.8B | 36.2B |
| Architecture | qwen35 | seed_oss |
| Layers | 64 | 64 |
| Native context | 262,144 | 524,288 |
| Mixture of experts | no | no |
| Quantizations published | 40 | 46 |
| Smallest quantization | 8.74 GiB | 7.50 GiB |
| Q4_K_M | 15.41 GiB | — |
| Licence | apache-2.0 | — |
KV cache by context
the term that decides long-context viability
| Context | Qwen3.6-27B | Seed-OSS-36B-Instruct-biprojected-norm-preserving-abliterated | Ratio |
|---|---|---|---|
| 4,096 | 0.25 GiB | 1.00 GiB | 4.00× |
| 8,192 | 0.50 GiB | 2.00 GiB | 4.00× |
| 16,384 | 1.00 GiB | 4.00 GiB | 4.00× |
| 32,768 | 2.00 GiB | 8.00 GiB | 4.00× |
| 65,536 | 4.00 GiB | 16.00 GiB | 4.00× |
| 131,072 | 8.00 GiB | 32.00 GiB | 4.00× |