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A comment on Run 100B+ language models at home, BitTorrent‑style. Parent comment
> Q: Does Petals guarantee that model outputs are correct?
> Not by default. A faulty or malicious server could give you incorrect outputs. There are two things you can do about this:
> - Verify outputs. Send some of your tensors to two or more peers and check that the answers match.
> - Set up a private swarm. You can launch your own swarm hosted by people and organization you trust, who are authorized to process your data.
> In future, we plan to implement an automatic verification and a reputation system, so that clients can select servers that they can trust.
> Q: Does Petals guarantee that model outputs are correct?
> Not by default. A faulty or malicious server could give you incorrect outputs. There are two things you can do about this:
> - Verify outputs. Send some of your tensors to two or more peers and check that the answers match.
> - Set up a private swarm. You can launch your own swarm hosted by people and organization you trust, who are authorized to process your data.
> In future, we plan to implement an automatic verification and a reputation system, so that clients can select servers that they can trust.