AI article

vLLM 0.33 Adds a Lossy Speculative Verifier: Why Single-Run Accuracy Tables Cannot Tell You It Is Safe

Community description: vLLM 0.33 ships FLy, an opt-in lossy speculative decoding verifier. Speedups, why the accuracy tables prove little, and a paired gate you can run.

Dev.to | Nov 5, 2026 | AI Tech News

Automated excerpt

What does FLy change in speculative verification? Does FLy preserve the target model's output distribution? Standard speculative decoding does preserve the distribution.

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