Subnet 125 · Live record

Refinery, round by round.

Two open challenges, scored and paid by one validator. Every figure on this page comes from its published record.

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Current round

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Challenge 1

Optimizer

paying

A Python update rule that trains a fixed 360M model to a lower held-out loss within a fixed budget.

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confirmed frontier · held-out loss, nats

Challenge 2

Refiner

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Code that decides what a fixed 360M student reads during a fixed 20-hour run, scored on a benchmark suite.

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frontier · suite score

This round

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paid

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Challenge 1 · history

The frontier, round by round

round bestcleared the barconfirmed frontierband a result must get belowconfirmed event

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Send N × fee to the treasury from the coldkey that owns your hotkey. Each accepted commit spends one credit; infrastructure failures are refunded.

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