Trimmed 17% of neurons.
| model | size | prefill t/s | decode t/s | code | instruct | prose | tool |
|---|---|---|---|---|---|---|---|
| 4B base | 3.86 GiB | 11.1 | 4.77 | 3.13 | 2.52 | 1.73 | 8.16 |
| 4B-Pruned | 3.65 GiB | 12.2 | 5.51 | 3.51 | 2.81 | 9.32 | 5.82 |
Calibrated on ~63k code/instruct/tool call tokens for 2 CPU hours.
Have the files? Submit a torrent.
Submit a torrent →Have the complete files and permission to share them? Replace the example folder path. The script checks the files, makes a torrent and submits its magnet and checksums. Keep your torrent client seeding. Get your community key from your settings, and read the script before running it.
curl -fsSL https://pirateface.co/package.sh | bash -s -- --repo Dsg2/Qwen3.5-4B-Pruned-Coder-UD-Q6_K_XL.gguf ./model-folder