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dashboard research roadmap docs source

Decentralized GRPO training on Bittensor Subnet 81. Miners find the prompts at the model’s learning frontier; verified rollouts train the next checkpoint.

/dashboard · live
/research
/roadmap
/status
source · reliquary-web

ReliquaryThe Archive

The verified rollout archive. Every selected bundle — prompt, rollouts, GRAIL sketch, recomputed rewards — kept in R2 and replayable. The dataset behind each checkpoint.

/dashboard · leaderboard
/#archive · the archive
/explorer · proof windows
/mesh · validator design

ReliquaryThe Furnace

The training loop. Each window, the validator runs a GRPO step on the rollouts that survived and publishes new weights to Hugging Face.

/#forge · the forge
/forge/cycles · live attestations
/training · the training loop
/docs/scoring · how miners score
/paper · protocol spec

mit · reliquadotai · 2026ledger · forge · one protocol

explorer · mainnet

Proof windows

Every window is a Merkle-committed batch of verdicts. Follow a window to its per-miner completions and the nine-stage verifier trace. Windows are read from the verified rollout archive (R2) when it's online.

refresh · 45 s

explorer · mainnet

Proof windows

Every window is a Merkle-committed batch of verdicts. Follow a window to its per-miner completions and the nine-stage verifier trace. Windows are read from the verified rollout archive (R2) when it's online.

refresh · 45 s

FIG.02windows · open one to trace its verdicts

idle

window

miners submitted

validators verified

view

Proof explorer · Reliquary