README.md

Image Generating Subnet

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Introduction

Welcome to the Image Generating Subnet project. This README provides an overview of the project's structure and example usage for both validators and miners.

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• Discord
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• Research

Project Structure

• image_generation_subnet: Contains base, feature functions, and utilities for validators and miners.
• neurons: Contains the validator and miner loop.
• dependency_modules: Includes servers for prompt_generation, rewarding, and miner_endpoint.

Installation

1. Clone the repository.

git clone https://github.com/NicheTensor/NicheImage.git

2. Install the dependencies.

pip install -r requirements.txt

3. Install the project.

pip install -e .

Example Usage

Before running the following commands, make sure to replace the placeholder arguments with appropriate values.

Start Services

1. [Validator] Prompting API

python dependency_modules/prompt_generating/app.py --port <port>

2. [Validator] Rewarding API

python dependency_modules/rewarding/app.py --port <port> --model_name <model_name>

3. [Miner] Generation API

python dependency_modules/miner_endpoint/app.py --port <port> --model_name <model_name>

Start Miner

Pre-requisites: Make sure you have an generation endpoint running.

pm2 start python --name "miner" -- -m neurons.miner.miner \
--netuid <netuid> \
--wallet.name <wallet_name> --wallet.hotkey <wallet_hotkey> \
--subtensor.network <network> \
--generate_endpoint <your_miner_endpoint>/generate \
--info_endpoint <your_miner_endpoint>/info \
--axon.port <your_public_port> \

View logs

pm2 logs miner

Start Validator

Pre-requisites: Make sure generating and rewarding endpoint are running.

pm2 start python --name "validator" -- -m neurons.validator.validator \
--netuid <netuid> \
--wallet.name <wallet_name> --wallet.hotkey <wallet_hotkey> \
--subtensor.network <network> \
--axon.port <your_public_port> \

View logs

pm2 logs validator