Model comparison
Qwen3.5-2B vs Qwen3.5-4B
At Q4_K_M, Qwen3.5-2B is the smaller download — 1,270,808,032 bytes against 2,707,513,696. At long context the gap widens: Qwen3.5-2B's KV cache at 32K is 2.7× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| Qwen3.5-2B | Qwen3.5-4B | |
|---|---|---|
| Parameters | 2.3B | 4.7B |
| Architecture | qwen35 | qwen35 |
| Layers | 24 | 32 |
| Native context | 262,144 | 262,144 |
| Mixture of experts | no | no |
| Quantizations published | 42 | 57 |
| Smallest quantization | 0.72 GiB | 1.42 GiB |
| Q4_K_M | 1.18 GiB | 2.52 GiB |
| Licence | apache-2.0 | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | Qwen3.5-2B | Qwen3.5-4B | Ratio |
|---|---|---|---|
| 4,096 | 0.05 GiB | 0.13 GiB | 2.67× |
| 8,192 | 0.09 GiB | 0.25 GiB | 2.67× |
| 16,384 | 0.19 GiB | 0.50 GiB | 2.67× |
| 32,768 | 0.38 GiB | 1.00 GiB | 2.67× |
| 65,536 | 0.75 GiB | 2.00 GiB | 2.67× |
| 131,072 | 1.50 GiB | 4.00 GiB | 2.67× |