Common Miner Issues
- Task timeouts → Use faster models (XTTS), pre-load, optimize inference pipeline.
- Low evaluation scores → Test locally with sample references; focus on clean audio and all 4 dimensions.
- Registration failed → Check $TAO balance, correct netuid, wallet permissions.
Validator Issues
- High latency → Run on low-ping server; optimize eval pipeline parallelism.
- Inconsistent scoring → Cross-check with other validators, update models.
General
- Connection errors → Verify subtensor endpoint (finney for main, test for testnet).
- Wallet issues → Use btcli wallet overview; recover if needed.
Report to Bittensor Discord or @echoic_lab DMs.