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Development·EASYHUB JOURNAL

vLLM adds distribution-preserving text watermarking with speculative-decoding support

vLLMSource published
Official vLLM Gumbel-max watermarking figure
Source-page image: vLLM · Rights retained by the original owner

What changed

vLLM now supports Gumbel-max text watermarking integrated into token sampling, with a detector example. The implementation uses dual keys for speculative decoding and skips repeated contexts to limit degeneration; project measurements report little throughput change. Detection still needs the matching key and tokenizer, while short, low-entropy or rewritten text weakens the signal, so it is evidence rather than absolute proof of provenance.

Read original source
Original title
Watermarking in vLLM
Source
vLLM · vllm.ai
Topic
Development
Source month
2026-09

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