Model comparison
Gemma-The-Writer-N-Restless-Quill-10B-Uncensored vs Qwen3-4B
At Q4_K_M, Qwen3-4B is the smaller download — 2,497,280,256 bytes against 6,100,479,520. At long context the gap widens: Qwen3-4B's KV cache at 32K is 1.5× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| Gemma-The-Writer-N-Restless-Quill-10B-Uncensored | Qwen3-4B | |
|---|---|---|
| Parameters | 10.0B | 4.0B |
| Architecture | gemma2 | qwen3 |
| Layers | 46 | 36 |
| Native context | 8,192 | 40,960 |
| Mixture of experts | no | no |
| Quantizations published | 31 | 29 |
| Smallest quantization | 2.37 GiB | 1.01 GiB |
| Q4_K_M | 5.68 GiB | 2.33 GiB |
| Licence | apache-2.0 | — |
KV cache by context
the term that decides long-context viability
| Context | Gemma-The-Writer-N-Restless-Quill-10B-Uncensored | Qwen3-4B | Ratio |
|---|---|---|---|
| 4,096 | 1.44 GiB | 0.56 GiB | 2.56× |
| 8,192 | 2.25 GiB | 1.13 GiB | 2.00× |
| 16,384 | 3.68 GiB | 2.25 GiB | 1.64× |
| 32,768 | 6.56 GiB | 4.50 GiB | 1.46× |
| 65,536 | 12.31 GiB | 9.00 GiB | 1.37× |
| 131,072 | 23.81 GiB | 18.00 GiB | 1.32× |