vLLM updates the DiffusionGemma model implementation with Jev-like mode, fixing logprob stashing bugs in concurrent requests, adding structured read parameters (seed canvas, max steps, read-only mode), improving validation and performance by eliminating unnecessary GPU syncs, and correcting temperature handling for logprob calibration.