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Read the original: vLLM Blog· 54/100AI score54/100

vLLM adds distortion-free Gumbel-max watermarking for text provenance

Original titleWatermarking in vLLM

AISummary

vLLM now supports Gumbel-max watermarking, which embeds a keyed signal into generated text without changing the expected token distribution. Detection requires the secret key and tokenizer, and the signal accumulates over longer outputs. Benchmarks on Qwen3.5-27B with MTP-3 show throughput changes between -1.1% and +2.0% across batch sizes, with no consistent slowdown.

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Source: vLLM Blog · vllm.aiPublished · added here