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News/Privacy-preserving inference on hosted models: a learned input-embedding transform for frozen Qwen3.8-27B
arxiv
PublishedOctober 21, 2026 at 4:00 AM

Privacy-preserving inference on hosted models: a learned input-embedding transform for frozen Qwen3.8-27B

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arXiv:2610.27817v1 Announce Type: new Abstract: Every prompt sent to a hosted language model is readable by whoever runs it. We study whether the prompt can remain on the client while the host receives transformed vectors that stand in for it. A language model converts text to vectors exactly once,

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