Flashnode is the official open-source host agent for the FlashML fragmented-compute network. It enables participants to join the decentralized network, run benchmarks, execute sandboxed machine learning tasks on their own hardware, and earn contribution credits. The package is distributed on PyPI under the Apache-2.0 license and is intended for developers who want to contribute compute resources to a distributed ML platform.
In the AI & ML space, flashnode takes a focused approach. It focuses on running and contributing to distributed ML workloads without centralized cloud infrastructure. flashnode is an open-source project aimed at developers. flashnode is open source under the Apache-2.0 license. flashnode is available on the command line, and it can be self-hosted.
flashnode first shipped in 2026. Key capabilities include Network Joining, benchmarking, and Sandboxed Execution.
Summary written by a language model from the project’s public pages.
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