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subnet 456Request calibration
DOCS
OverviewArchitectureScoringMiningValidators

Documentation

Short stubs below link to the canonical protocol docs in the zhen-subnet GitHub repo. The repo is the source of truth; these pages summarize and redirect.

01

Architecture

Two-model system: BOPTEST emulator produces ground truth, miners calibrate a simplified RC network to match held-out measurements.

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02

Scoring

ASHRAE Guideline 14 metrics (CVRMSE, NMBE, R²) plus a convergence term, normalized and composed with a published weight pipeline.

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03

Mining

How to set up a miner, choose an optimizer (Bayesian, CMA-ES, surrogate), and simulate your score locally before submitting.

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04

Validators

How to run a validator, ingest calibration submissions, reproduce scores on held-out data, and set weights on-chain.

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ZHENLAYER

The calibration layer for digital twins.

Bittensor subnet 456spec v2MIT
PROTOCOL
  • Mechanism design
  • Architecture
  • Scoring formula
  • Roadmap
PARTICIPATE
  • Mining guide
  • Validator setup
  • Subnet rules
  • Test case registry
COMPANY
  • vaNlabs
  • GitHub
  • Contact
  • License (MIT)
© 2026 vaNlabs · Zhen is open source under MITTruth wins.