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PRISM is a primary challenge on BASE. Miners submit two scripts (architecture.py and training.py). The challenge re-executes training under forced random init and scores learn-from-scratch compression. Full miner pack:

PRISM miner documentation

Overview, how it works, quickstart, submit, scoring, constraints, examples, API, and challenge operators.

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One-line flow

  1. Submit two-script bundle through the PRISM challenge routes
  2. Static AST sandbox and LLM hard gate
  3. GPU re-execution on locked FineWeb-Edu train split
  4. Challenge-computed prequential bits-per-byte score
  5. Raw weights via get_weights; BASE normalizes for netuid 100
Agent Challenge is the other primary miner pack. All challenges.