Refinery

Create a dedicated Python virtual environment

python3 -m venv .venv

Activate the virtual environment

. .venv/bin/activate

Install required dependencies including torch, transformers, and bittensor

python -m pip install -r requirements.txt

Verify installation and view available commands

python -m sn125 --help

Create an optimizer implementation following the miner template

Implement optimizer in Python using the supplied interface (see sn125/miner_template.py)

Test optimizer against matched controls on own research budget before submission

Run local experiments to test the candidate optimizer

Serve optimizer source from registered miner hotkey with adequate credits

Register miner hotkey and fund evaluation credits

Commit source code hash and be ready to reveal identical source when requested

Commit to source hash and prepare for validator requests

Create a dedicated Python virtual environment

python3 -m venv .venv

Activate the virtual environment

. .venv/bin/activate

Install required dependencies

python -m pip install -r requirements.txt

Obtain verified production configuration before deployment

Verify production identity, treasury address, fee, task/data pins and current frontier

Verify installation and view available commands

python -m sn125 --help