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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
It's already a thing, though in early alpha testing, currently being developed for the training efforts of WaifuDiffusion 1.4: https://github.com/chavinlo/distributed-diffusion
The software you are thinking of is called BOINC. It is what SETI@home runs on to do distributed compute. You would have to port it to do model training and aggregate models https://boinc.berkeley.edu/
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Distributed Inference and Fine-Tuning of Large Language Models over the Internet
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Bitcoin Block 840000
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Have you ever donated your computing power with BOINC? Take 5 minutes to fill out the 2023 BOINC Census!