Model comparison
Qwen3-Coder-30B-A3B-Instruct vs Skyfall-31B-v4.2
At Q4_K_M, Qwen3-Coder-30B-A3B-Instruct is the smaller download — 18,556,689,568 bytes against 19,296,142,016. At long context the gap widens: Qwen3-Coder-30B-A3B-Instruct's KV cache at 32K is 2.3× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| Qwen3-Coder-30B-A3B-Instruct | Skyfall-31B-v4.2 | |
|---|---|---|
| Parameters | 30.5B | 31.4B |
| Architecture | qwen3moe | llama |
| Layers | 48 | 54 |
| Native context | 262,144 | 131,072 |
| Mixture of experts | yes, 128 experts | no |
| Quantizations published | 46 | 49 |
| Smallest quantization | 7.46 GiB | 6.39 GiB |
| Q4_K_M | 17.28 GiB | 17.97 GiB |
| Licence | apache-2.0 | — |
KV cache by context
the term that decides long-context viability
| Context | Qwen3-Coder-30B-A3B-Instruct | Skyfall-31B-v4.2 | Ratio |
|---|---|---|---|
| 4,096 | 0.38 GiB | 0.84 GiB | 2.25× |
| 8,192 | 0.75 GiB | 1.69 GiB | 2.25× |
| 16,384 | 1.50 GiB | 3.38 GiB | 2.25× |
| 32,768 | 3.00 GiB | 6.75 GiB | 2.25× |
| 65,536 | 6.00 GiB | 13.50 GiB | 2.25× |
| 131,072 | 12.00 GiB | 27.00 GiB | 2.25× |