AGILLM4.1 Public Join Coordinator

Coordinator URL:
https://join.doxx.lat

No join code is currently required.

Linux/macOS:
git clone https://github.com/Marxist-Leninist/AGILLM4.1.git
cd AGILLM4.1
python -m venv .venv
. .venv/bin/activate
python -m pip install --upgrade pip torch
python public_join/agillm41_join_worker.py --coordinator-url https://join.doxx.lat --device cpu --threads 2 --loop

Windows PowerShell:
git clone https://github.com/Marxist-Leninist/AGILLM4.1.git
cd AGILLM4.1
py -m venv .venv
.\.venv\Scripts\Activate.ps1
python -m pip install --upgrade pip torch
.\public_join\join_scotts_network.example.ps1 -CoordinatorUrl https://join.doxx.lat -Device cpu -Threads 2

GPU helpers can use --device cuda when CUDA PyTorch is installed.
Results upload to quarantine and must be validated before affecting a live checkpoint.
Health: https://join.doxx.lat/health