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vllm_releases · Jul 11, 2026 · release

Source brief

vllm v0.25.0

github.comJul 11, 2026
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Release highlights

  • Model Runner V2 is now the default for all dense models . Building on quantized-model support from the previous release, MRv2 is now the standard execution p...
  • PagedAttention has been removed . The legacy attention implementation is deleted now that V1/MRv2 backends are the standard path
  • The Transformers modeling backend is now as fast as native vLLM , and gained FP8 MoE support , CUDA graph + embed scaling fixes , and migration of GPTBigCode...
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