Model comparison
Qwen3.6-27B vs solar-pro-preview-instruct
At Q4_K_M, solar-pro-preview-instruct is the smaller download — 13,310,219,072 bytes against 16,547,397,888.
From the file· summed bytes, KV per layer
Side by side
| Qwen3.6-27B | solar-pro-preview-instruct | |
|---|---|---|
| Parameters | 27.8B | 22.1B |
| Architecture | qwen35 | llama |
| Layers | 64 | 64 |
| Native context | 262,144 | 4,096 |
| Mixture of experts | no | no |
| Quantizations published | 40 | 15 |
| Smallest quantization | 8.74 GiB | 4.46 GiB |
| Q4_K_M | 15.41 GiB | 12.40 GiB |
| Licence | apache-2.0 | — |
KV cache by context
the term that decides long-context viability
| Context | Qwen3.6-27B | solar-pro-preview-instruct | 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 | — | — |