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+# Stable Setup of RL‑Swarm Node on WSL (Ubuntu) with RAM Limit & SWAP
+
+This guide shows how to run your RL‑Swarm node **locally** on Windows using **WSL2 + Ubuntu 22.04**, including memory limiting and swap configuration for stability.
+
+---
+
+## ✅ Environment
+
+- Windows 10 or 11  
+- WSL2 (Windows Subsystem for Linux)  
+- Ubuntu 22.04 (installed from Microsoft Store)  
+- Limited RAM use and SWAP enabled  
+- Installation using only official commands
+
+---
+
+## 🔧 WSL Configuration: Limit RAM & Enable SWAP
+
+Create or edit the file:  
+`C:\Users\<YourUsername>\.wslconfig`
+
+Insert the following:
+
+```
+[wsl2]
+memory=6GB
+processors=4
+swap=16GB
+localhostForwarding=true
+```
+
+Save the file, then run in PowerShell or Command Prompt:
+
+```powershell
+wsl --shutdown
+```
+
+---
+
+## 🐧 Install Ubuntu (if not installed yet)
+
+1. Open **Microsoft Store**  
+2. Search for **Ubuntu 22.04 LTS** and install  
+3. Launch **Ubuntu** from Start menu  
+4. Create your WSL username and password
+
+---
+
+## 🚀 Install and Run RL‑Swarm (official steps only)
+
+Open Ubuntu (WSL) terminal and run:
+
+```bash
+cd ~
+rm -rf rl-swarm
+git clone https://github.com/gensyn-ai/rl-swarm.git
+cd rl-swarm
+python3 -m venv venv
+sudo apt update
+sudo apt install -y python3 python3-pip
+pip install pycosat
+tmux new -s swarm
+./run_rl_swarm.sh
+```
+
+> ℹ️ To detach from `tmux` without stopping the node, press:
+> `Ctrl + B` then `D`  
+> To reattach:  
+> `tmux attach -t swarm`
+
+---
+
+## 🔄 Optional: Create Swap File Manually in Ubuntu
+
+If swap isn't created by `.wslconfig`, run:
+
+```bash
+sudo fallocate -l 8G /swapfile
+sudo chmod 600 /swapfile
+sudo mkswap /swapfile
+sudo swapon /swapfile
+```
+
+To make swap permanent:
+
+```bash
+echo '/swapfile none swap sw 0 0' | sudo tee -a /etc/fstab
+```
+
+Check swap with:
+
+```bash
+free -h
+```
+
+---
+
+## 🧪 Verify Node Operation
+
+- Run `htop` to monitor RAM/SWAP usage  
+- Confirm that port `3000` is active (inside `tmux`)  
+- Access via browser (use SSH tunnel if necessary)
+
+---
+
+## 🔍 Summary of Testing
+
+- VPS (Time4VPS): encountered instability after a few hours  
+- Local WSL with 6GB RAM + 16GB SWAP: stable 24+ hours  
+- All setup steps use only official commands  
+- Running inside `tmux` ensures node stays active during terminal disconnects
+
+---
+
+## 💬 Feedback & Contributions
+
+Found this helpful? Feel free to share it in Discord or open another Pull Request to improve it further.
+
+**Contributed by**: Viktorino 🇺🇦
+