Lend your GPU to Sniffer and Nyx

SurfTrain trains our anticheat models on your computer while you are away from it. You need an invite code from staff to join.

Windows, macOS and Linux. No admin rights.

What it uses

Your GPU, CPU and electricity. Your fans may get loud and your power bill may go up.
5 to 15 GB of disk for Python, PyTorch and training data, all in one folder. The data is recordings of how players aim and click, with their names removed. Please keep it and the models private.
Your internet connection, for the same downloads and to send results back.

Only after 5 minutes without keyboard or mouse, and only on mains power. You can change this to a schedule or to always.
When you come back, it saves and stops within a minute, freeing your GPU for games.
It pauses if your NVIDIA GPU reaches 84°C, or if something else is using it.

It runs only code signed by pvp.surf staff. The signing key is not on our servers, so breaking into a server does not let anyone run code on your computer.
On macOS, jobs run in a sandbox with no network and no access to your files. Linux gets the same with bubblewrap (bwrap) installed.
On Windows, and on Linux without bubblewrap, there is no sandbox. Signed code could read your files, so join only if you trust the person who invited you.
It does not mine anything and does not touch your Minecraft game or your accounts.

surftrain pause stops it until you resume. surftrain leave removes your device and deletes everything SurfTrain put on your computer.