Penulis: Naufal

Note

WHAT IS Gensyn?
Gensyn is a protocol for machine learning computation. It provides a standardised way to execute machine learning tasks over any device in the world. This allows us to aggregate the world's computing supply into a single network, which can support AI systems at far greater scale than is possible today.

Tutorial Gensyn RL Swarm

1. Prerequisites

• Cara terhubung ke VPS

2. Requirements

Hardware

Part	Minimum	Recommended
CPU	-	≥ 8 cores
RAM	16 GB	≥ 20 GB
SSD	50 GB	-

CUDA devices (officially supported):

Model	VRAM
RTX 4070	12 GB
RTX 3090	24 GB
RTX 4090	24 GB
A100	80 GB
H100	80 GB ~ 94 GB

Software

✅ Linux	✅ macOS	✅ Windows (WSL)

Note

Tutorial ini dibuat menggunakan Linux (Ubuntu), untuk sistem operasi lainnya mungkin akan sedikit berbeda!

3. Dependencies

3.1 System Packages

sudo apt update && sudo apt upgrade -y

3.2 Install Other Essential Packages

sudo apt install -y screen curl iptables build-essential git wget lz4 jq make gcc nano automake autoconf tmux htop nvme-cli libgbm1 pkg-config libssl-dev libleveldb-dev tar clang bsdmainutils ncdu unzip libleveldb-dev

3.3 Install Python

sudo apt install -y python3 python3-pip python3-venv python3-dev

3.4 Install Node.js and Yarn

curl -fsSL https://deb.nodesource.com/setup_22.x | sudo -E bash - && sudo apt install -y nodejs && sudo npm install -g yarn

4. Execution

3.1 Create a Session

Ubah <SESSION_NAME> menjadi terserahmu.

screen -S <SESSION_NAME>

4.2 Clone the Repository

git clone https://github.com/gensyn-ai/rl-swarm/
cd rl-swarm

4.3 Import swarm.pem (Optional)

4.4 Run the swarm

python3 -m venv .venv
source .venv/bin/activate
sed -i '/[ -z "$PS1" ] && return/i : "${PS1:=}"' /root/.bashrc
./run_rl_swarm.sh

Pilih a untuk CPU-only atau GPU dengan VRAM kecil, pilih b untuk GPU dengan VRAM besar.

Pilih saja n.

Hubungkan local dengan GPU dengan menjalankan perintah berikut. Sesuaikan <GPU_PORT> dan <GPU_IP> dengan punyamu.

ssh -p <GPU_PORT> root@<GPU_IP> -L 3000:localhost:3000

Buka http://localhost:3000/ di peramban, bebas mau pakai apa aja, Chromium-based boleh, Firefox-based boleh.

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Acknowledgements

• RL Swarm