Model comparison
Qwen3-32B-qweh2 vs Qwen-AgentWorld-35B-A3B
These two publish different quantization sets; the table below has the exact sizes. At long context the gap widens: Qwen-AgentWorld-35B-A3B's KV cache at 32K is 12.8× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| Qwen3-32B-qweh2 | Qwen-AgentWorld-35B-A3B | |
|---|---|---|
| Parameters | 32.8B | 34.7B |
| Architecture | qwen3 | qwen35moe |
| Layers | 64 | 40 |
| Native context | 40,960 | 262,144 |
| Mixture of experts | no | yes, 256 experts |
| Quantizations published | 1 | 15 |
| Smallest quantization | 21.62 GiB | 10.71 GiB |
| Q4_K_M | — | — |
| Licence | wtfpl | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | Qwen3-32B-qweh2 | Qwen-AgentWorld-35B-A3B | Ratio |
|---|---|---|---|
| 4,096 | 1.00 GiB | 0.08 GiB | 12.79× |
| 8,192 | 2.00 GiB | 0.16 GiB | 12.80× |
| 16,384 | 4.00 GiB | 0.31 GiB | 12.80× |
| 32,768 | 8.00 GiB | 0.63 GiB | 12.80× |
| 65,536 | 16.00 GiB | 1.25 GiB | 12.80× |
| 131,072 | 32.00 GiB | 2.50 GiB | 12.80× |