this post was submitted on 19 Jul 2023
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We're not doing distributed inference. We're doing distributed clustering The inference runs on individual PCs
So learning phase is distributed but then one prompt goes to one worker?
Yes, each prompt goes to a single worker. The AI Horde also doesn't do training. We only do inference.
Does that mean that with a big (parameter-wise) model and not that powerful worker it can take a long time to respond?
Or the distributed clustering prevents from choking a worker?
Yes, it could. But we have a timeout. If a worker is unreasonably slow to respond, they get put into maintenance, so we expect people to only serve what they can run.