IOTA is a decentralized, pipeline-parallel LLM training architecture with per-layer incentives, up to 128x activation compression, and an all-reduce merge that tolerates failures, reported with only preliminary validation.
Machine learning with adversaries: Byzantine tolerant gradient descent
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Incentivised Orchestrated Training Architecture (IOTA): A Technical Primer for Release
IOTA is a decentralized, pipeline-parallel LLM training architecture with per-layer incentives, up to 128x activation compression, and an all-reduce merge that tolerates failures, reported with only preliminary validation.