Gradients

Clone the G.O.D repository

git clone https://github.com/rayonlabs/G.O.D.git && cd G.O.D

Install system dependencies (requires Ubuntu)

task bootstrap

Install Python package dependencies

task install

Register hotkey on subnet (mainnet netuid 56, or testnet netuid 241)

btcli s register --netuid 56

Post miner IP to metagraph (required at least 1 hour before tournament)

fiber-post-ip --netuid 56 --subtensor.network finney --external_port 7999 --wallet.name default --wallet.hotkey default --external_ip YOUR_PUBLIC_IP

Generate .1.env with wallet, hotkey, network, netuid, and validator stake threshold settings

task miner-config

Configure get_training_repo() to return github_repo, commit_hash (40-char SHA), optional github_token, and requested_datasets for each task_type (text/image/environment)

Edit miner/endpoints/training_repo.py

Start miner server on port 7999 (runs 'ENV=DEV uvicorn miner.asgi:app --reload --host 0.0.0.0 --port 7999')

task miner

Verify miner endpoint returns training repository details(optional)

curl http://localhost:7999/training_repo/text

Clone the G.O.D repository

git clone https://github.com/rayonlabs/G.O.D.git && cd G.O.D

Install system dependencies on fresh Ubuntu machine

task bootstrap

Install Python package dependencies

task install

Generate .vali.env with wallet, hotkey, subtensor network, DB settings, S3 storage, validator port, and weight-setting options

task config

Add model hash salt to .vali.env

echo "MODEL_HASH_SALT=$(openssl rand -hex 32)" >> .vali.env

Add content service API key (optional, for local/dev features)(optional)

echo "NINETEEN_API_KEY=<your-api-key>" >> .vali.env

Configure external SWE Infinite server URL (optional, for environment tournaments)(optional)

echo "SWE_INFINITE_SERVER_BASE_URL=<https://your-swe-server>" >> .vali.env

Start validator compose stack, run DB migrations, and launch validator service on port 9001

task validator

Optional: deploy Grafana/Loki/Prometheus for trainer log aggregation(optional)

task deploy-observability-server