404—GEN

Install miner dependencies using Poetry

cd miner-reference && poetry install

Develop AI-powered 3D model generator conforming to subnet API and output specifications

Implement 3D generation solution following miner-reference specifications in API and output formats

Containerize solution and declare required GPU/compute resources

Create Dockerfile for your miner solution with hardware specifications in hardware.json

Set up storage backend for submission uploads during competition rounds

Configure CDN endpoint for uploading generated 3D models and JavaScript outputs

Submit miner hotkey and CDN endpoint to the chain during submission window

Register on-chain as a miner during OPEN stage submissions

Retrieve seed and prompts from rounds/{round_number}/ directory in git repository

Download seed.json and prompts.txt when MINER_GENERATION stage begins

Execute generation with provided seed for deterministic outputs, upload before deadline

Generate 3D models using seed and selected prompts, upload to CDN

Set up local copy of state repository for reading/writing competition files

Clone competition repository and configure git access

Install submission-collector service dependencies

cd submission-collector && poetry install

Install generation-orchestrator service dependencies

cd generation-orchestrator && poetry install

Install render-service-js dependencies for Three.js rendering

cd render-service-js && poetry install

Install judge-service dependencies for VLM pairwise comparisons

cd judge-service && poetry install

Install round-manager service dependencies

cd round-manager && poetry install

Install image-distance-service for perceptual image comparison

cd image-distance-service && poetry install

Set up storage for miner submissions and rendered previews

Configure R2 (Cloudflare) credentials and bucket access

Set serverless GPU provider preference order for verification

Configure GPU_PROVIDERS environment variable (e.g., 'targon,verda')

Set up external VLM service and vision model token

Configure vLLM instance endpoint and HF_TOKEN for DINOv3 access

Start service to collect registrations and manage submission window

Deploy submission-collector service to monitor OPEN stage

Start service to build Docker images and regenerate miner outputs on serverless GPUs

Deploy generation-orchestrator with Targon/Verda credentials

Start service for pairwise VLM-based comparisons and verification requests

Deploy judge-service with vLLM endpoint configuration

Start service to update leader state and create new competition rounds

Deploy round-manager for leader transitions and round scheduling