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Commits on Aug 22, 2025

• [P/D][Nixl] Make kv cache register compatible with hybrid memory allocator (#23079)

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  sfeng33

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• [Attention] Refactor AttentionMetadata Preparation for Encoder-only Models (#23154)

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  heheda12345

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• [New Model] Add Seed-Oss model (#23241)

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  FoolPlayer

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  jeejeelee

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• [Feature] Enable DeepGEMM Linear on B200; 1.5% E2E throughput improvement (#23351)

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  yewentao256

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• Migrate MllamaImagePixelInputs to TensorSchema (#22020)

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  Benji Beck

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  DarkLight1337

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• [Deprecation] Remove `prompt_token_ids` arg fallback in `LLM.generate` and `LLM.embed` (#18800)

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  DarkLight1337

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• [Kernel] Add FP8 support with FlashMLA backend (#22668)

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  MatthewBonanni

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• [Core] Support custom executor qualname (#23314)

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  22quinn

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Commits on Aug 21, 2025

• [Feature][Responses API] Support logprobs(non-stream) (#23319)

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  kebe7jun

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• [Perf] Small optimizations for silu_mul_fp8_quant_deep_gemm (#23265)

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  mgoin

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• [Structured Outputs] Refactor bitmask construction into get_grammar_bitmask (#23361)

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  WoosukKwon

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• [Core] Always use tensor cores for Flashinfer Decode Wrapper (#23214)

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  pavanimajety

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• [Misc] Convert VLLM_TORCH_PROFILER_DIR path to absolute (#23191)

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  andyxning

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• [BugFix][gpt-oss] Fix Chat Completion with Multiple Output Message (#23318)

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  heheda12345

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• [Misc] Misc code cleanup/simplification (#23304)

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  njhill

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• [Bugfix] Fix port conflict by obtaining a list of open ports upfront (#21894)

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  minosfuture

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• [Bug] Fix R1 Accuracy 0 Bug (#23294)

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  yewentao256

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  mgoin

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• Fix nvfp4 swizzling (#23140)

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  yiliu30

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  yewentao256

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• Migrate MolmoImageInputs to TensorSchema (#22022)

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  Benji Beck

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• [Multimodal] Always enable hashing mm data (#23308)

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  ywang96

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  DarkLight1337

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• [V1] Remove unnecessary check for main thread (#23298)

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  robertgshaw2-redhat

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  Robert Shaw

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• [Performance] V1 Pooling Models E2E Performance Optimization (#23162)

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  noooop

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• [Refactor] Simplify code for MM budget (#23310)

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  DarkLight1337

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• [Model] Add LFM2 architecture (#22845)

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• [BugFix] Fix Python 3.9 Support (#23306)

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  jaredoconnell

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• [Bugfix] Fix extra whitespace in strings caused by newline (#23272)

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  DarkLight1337

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• [Sampler] Support returning final logprobs (#22387)

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• [Model][VLM] Support R-4B Model (#23246)

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• [V1][Mamba1] - Full CUDA and Piecewise CUDA Graphs Support (#23035)

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  Josephasafg

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• [CI/Build] Split out mm processor tests (#23260)

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  DarkLight1337

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• [CPU] Refactor CPU W8A8 scaled_mm (#23071)

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  bigPYJ1151

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• [Optimization] Make new_block_ids None if empty (#23262)

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  WoosukKwon

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• [CI Bugfix] Fix CI by fully removing --enable-prompt-adapter (#23284)

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  mgoin

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• Remove duplicate entry in vllm.attention.__all__ (#23296)

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  russellb

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Commits on Aug 20, 2025

• [EP] Add logging for experts map (#22685)

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  22quinn

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  simon-mo

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