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[CPU] Add device-memory-utilization CLI alias - #56547
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IMO this will be more confusing because there will be a new cpu memory utilisation flag on GPU installs.
I would sooner accept --device-memory-utilization as an alias. But I would prefer to add it to CacheConfig as a property that maps to self.gpu_memory_utilization so Python API users can use it too.
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I'd revert the error change. It's quite long already
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restored the error message accordingly
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Signed-off-by: louie-tsai <louie.tsai@intel.com>
Signed-off-by: louie-tsai <louie.tsai@intel.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> Signed-off-by: Louie Tsai <louie.tsai@intel.com>
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* [DSV4.1] Add encoder cuda graph support for deepseek-v4.1-flash (vllm-project#56625) Signed-off-by: Isotr0py <Isotr0py@outlook.com> * [Feature][Humming] Humming feature integration (vllm-project#56685) Signed-off-by: jinzhen.ljz <jinzhen.ljz@antgroup.com> Signed-off-by: mgoin <mgoin64@gmail.com> Co-authored-by: Codex <noreply@openai.com> Co-authored-by: mgoin <mgoin64@gmail.com> * [Misc] Rename --enable-mamba-fine-grained-prefix-cache (vllm-project#53945 follow-up) (vllm-project#57382) Signed-off-by: Roi Koren <roik@nvidia.com> Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com> * [Refactor] Remove dead kernel code (vllm-project#57621) Signed-off-by: yewentao256 <zhyanwentao@126.com> * [ROCm][CI] Query HIP device memory for test GPU teardown waits. (vllm-project#57450) Signed-off-by: Sheral Kumar <shekumar@amd.com> Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com> Co-authored-by: Andreas Karatzas <Andreas.Karatzas@amd.com> Co-authored-by: Codex <noreply@openai.com> Co-authored-by: Andreas Karatzas <akaratza@amd.com> * [KVConnector][MoRIIO] Transfer hybrid mamba/KDA recurrent state in READ mode (vllm-project#51052) Signed-off-by: Yichao Zhu <Yichao.Zhu@amd.com> * [XPU][UT]Bugfix when the process can't see all the world_size meet accuracy issue. (vllm-project#57779) Signed-off-by: yisheng <yi.sheng@intel.com> Co-authored-by: Kunshang Ji <kunshang.ji@intel.com> * [Perf][DSV4.1] Overlap mHC coefficients for small TP batches (vllm-project#57603) Signed-off-by: Woosuk Kwon <woosuk@inferact.ai> Co-authored-by: Codex <noreply@openai.com> * [Bugfix][Spec Decode] Stop dummy draft decode steps from writing KV through stale block-table rows (vllm-project#56734) Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai> Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com> * [Docs] Add ECMooncakeConnector usage example for EPD (vllm-project#57742) Signed-off-by: jiangkuaixue123 <jiangxiaozhou111@163.com> Co-authored-by: Codex <noreply@openai.com> * [Bugfix][KV Connector] Propagate cache reset failure during sleep (vllm-project#54581) Signed-off-by: CrazyCoder <18235787078@163.com> Signed-off-by: aoshen02 <aoshen@inferact.ai> Co-authored-by: aoshen02 <aoshen@inferact.ai> Co-authored-by: Codex <noreply@openai.com> * [Doc] Refresh Kthena integration guide (vllm-project#57314) Signed-off-by: Zhou Zihang <z@mcac.cc> Co-authored-by: Jee Jee Li <pandaleefree@gmail.com> * [ROCm][DSv4.1] Keep the Engram tables in host memory on ROCm (vllm-project#57491) * [Profiler] Unify platform-aware torch profiling (vllm-project#57460) * [BUGFIX][HY4] Record indexer completion event for full CUDA graph capture (vllm-project#57811) Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai> * [Build] Fix DeepGEMM CUDA 12.9 release builds (vllm-project#57554) Signed-off-by: khluu <khluu000@gmail.com> Co-authored-by: OpenAI Codex <noreply@openai.com> Co-authored-by: Jee Jee Li <pandaleefree@gmail.com> * [Perf][DSV4.1] Fuse TP all-reduce with mHC input preparation (vllm-project#57643) Signed-off-by: Woosuk Kwon <woosuk@inferact.ai> Co-authored-by: Codex <noreply@openai.com> * [Bugfix] DiffusionGemma: fix multimodal support (vllm-project#57589) Signed-off-by: Matt Mastracci <matthew@mastracci.com> Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com> Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com> Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com> * [Core][KDA] Generalize Mamba prefill checkpoint builder and exporter (vllm-project#57783) Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> Signed-off-by: zjy0516 <riverclouds.zhu@qq.com> Co-authored-by: zjy0516 <riverclouds.zhu@qq.com> * [XPU][CI] fallback to 7-args of moe_align_block_size (vllm-project#57855) Signed-off-by: zhenwei-intel <zhenwei.liu@intel.com> Co-authored-by: Kunshang Ji <kunshang.ji@intel.com> * [ROCm][Tests] Avoid pooling cleanup waits against live shared engines (vllm-project#57864) Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com> Co-authored-by: OpenAI Codex <noreply@openai.com> * [MRV2][XPU] use xpu sample kernel in mrv2 sampler (vllm-project#57277) Signed-off-by: zhenwei-intel <zhenwei.liu@intel.com> Co-authored-by: Kunshang Ji <kunshang.ji@intel.com> * [Tests] Release HF embedding weights after prompt extraction (vllm-project#57868) Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com> Co-authored-by: OpenAI Codex <noreply@openai.com> * [Bugfix] Fix Whisper engine crash on audio clips longer than 30s (vllm-project#57769) Signed-off-by: Tianyao Wu <rayroy31@gmail.com> * [Bugfix][Model] Mistral3: align placeholder grid with public processor (vllm-project#53758) Signed-off-by: Oliver Holworthy <1216955+oliverholworthy@users.noreply.github.com> Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com> * [Bugfix] Fix xgrammar feature gate bypass when JSON Schema type is a list (vllm-project#48416) Signed-off-by: john <6712432+CaiJohn@users.noreply.github.com> Co-authored-by: john <6712432+CaiJohn@users.noreply.github.com> Co-authored-by: Codex <noreply@openai.com> * [Perf][Attention] Avoid redundant sparse attention metadata operations (vllm-project#57885) Signed-off-by: Woosuk Kwon <woosuk@inferact.ai> Co-authored-by: OpenAI Codex <noreply@openai.com> * [Bugfix][DSV4.1] Restrict mHC overlap to full CUDA graphs (vllm-project#57874) Signed-off-by: Woosuk Kwon <woosuk@inferact.ai> Co-authored-by: OpenAI Codex <noreply@openai.com> * [Perf][ROCm] Add a ROCm path for Hy4 and compile the backbone (vllm-project#57526) Signed-off-by: Aakif Nawaz <aakif.nawaz@amd.com> * [Model][Engram] Share host tables across co-located DP replicas by default (vllm-project#57651) Signed-off-by: Juntian Liu <Juntianl777@gmail.com> Signed-off-by: zjy0516 <riverclouds.zhu@qq.com> Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com> Co-authored-by: zjy0516 <riverclouds.zhu@qq.com> * [CI][ROCm] Make Python-only installation failures blocking (vllm-project#57870) Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com> Co-authored-by: OpenAI Codex <noreply@openai.com> * [AMD][Minimax-M3][perf] Enable packed LBHNC AITER QK-norm fusion for MiniMax-M3 on ROCm (vllm-project#54535) Signed-off-by: Wei-Ting Liao <wei-ting.liao@amd.com> Co-authored-by: Cursor <cursoragent@cursor.com> Co-authored-by: Shanshan Shen <467638484@qq.com> * [CI][ROCm] Mirror remaining portable suites without duplicate coverage (vllm-project#57877) Signed-off-by: Andreas Karatzas <akaratza@amd.com> Co-authored-by: OpenAI Codex <noreply@openai.com> * [CI][ROCm] Increase timeout for MI300 Distributed DP Extended (vllm-project#57903) Signed-off-by: Djordje Ramic <djoramic@amd.com> * [AuxOutput] Add block-keyed storage for routed-expert outputs (vllm-project#45635) Signed-off-by: aoshen02 <aoshen@inferact.ai> Signed-off-by: Nick Hill <nickhill123@gmail.com> Co-authored-by: aoshen02 <aoshen@inferact.ai> Co-authored-by: OpenAI Codex <codex@openai.com> Co-authored-by: Roger Wang <hey@rogerw.io> Co-authored-by: Nick Hill <nickhill123@gmail.com> Co-authored-by: Codex <noreply@openai.com> * [Bugfix][ROCm][DSv4.1] Disable SWA bounded replay on ROCm (vllm-project#57906) Signed-off-by: Fangzhou Ai <fangzhou.ai@amd.com> Co-authored-by: Cursor <cursoragent@cursor.com> * [Test] Organize structured output utility tests (vllm-project#57545) Signed-off-by: john <6712432+CaiJohn@users.noreply.github.com> Co-authored-by: john <6712432+CaiJohn@users.noreply.github.com> * [CI][ROCm] Add ten AMD parity groups (vllm-project#57876) Signed-off-by: Andreas Karatzas <akaratza@amd.com> Co-authored-by: OpenAI Codex <noreply@openai.com> * [Security] Prefer fresh multimodal payloads over a stale receiver cache (vllm-project#57833) Signed-off-by: Juan Pérez de Algaba <jperezde@redhat.com> Co-authored-by: Cursor <cursoragent@cursor.com> * [CI][XPU] Deselect Ray UT in XPU V1 test Job (vllm-project#57889) Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com> Co-authored-by: Kunshang Ji <kunshang.ji@intel.com> * [Bugfix][Multimodal] Tolerate malformed EXIF in Molmo 2 image preprocessing (vllm-project#57234) Signed-off-by: hotragn <hotragn.pettugani_2024@woxsen.edu.in> Co-authored-by: Claude Opus 5 <noreply@anthropic.com> * [Frontend] Add streaming parity tests and docs for derender (vllm-project#57922) Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com> * [ROCm][Tests] Reduce host memory when downcasting FP32 HF references (vllm-project#57869) Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com> Co-authored-by: OpenAI Codex <noreply@openai.com> * [MM] Move `supports_multimodal_inputs` and cache out of registry (vllm-project#57913) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * [Pooling] Fix normalization of chunked long-text embeddings (vllm-project#57498) Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com> * [Bugfix][Frontend] Accept diarized transcription responses in run-batch (vllm-project#57948) Signed-off-by: Sergio Figueras <sergio@yourecm.com> * [ROCm][DSv4] Enable DSpark adaptive verification (vllm-project#52362) Signed-off-by: Tuukka Sarvi <tuukka.sarvi@amd.com> Signed-off-by: larryli2-amd <larryli2@amd.com> Co-authored-by: larryli2-amd <larryli2@amd.com> * [Bugfix] Fix external LB DP rank handling when replicas share nodes (vllm-project#53743) Signed-off-by: Tony Lin <tony.lin@intel.com> * [docs] Fix legacy hf CLI references (vllm) (vllm-project#57958) Signed-off-by: Wauplin <lucainp@gmail.com> Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com> * [Bugfix][NIXL] Fix DCP pulls across MLA cache regions (vllm-project#57389) Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com> Co-authored-by: OpenAI Codex <noreply@openai.com> * [ROCm] Refactor tuned gemms (vllm-project#55001) Signed-off-by: Andy Friedrich <afriedri@amd.com> Signed-off-by: afriedri <afriedri@amd.com> Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com> Co-authored-by: Shanshan Shen <467638484@qq.com> Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com> * [Bugfix] unskip InternViT test for transformers v5 compatibility (vllm-project#55767) Signed-off-by: sahil <sahil@example.com> Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk> * [MM] Move get_dummy_processor_inputs into MM processor (vllm-project#57967) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * [ROCm][CI] Use ROCm backend for DeepSeek V4.1 ViT test (vllm-project#57931) Signed-off-by: Djordje Ramic <djoramic@amd.com> Co-authored-by: Andreas Karatzas <akaratza@amd.com> * [Feature] Add first-class KV hints request envelope for programmatic KV management (vllm-project#53423) Signed-off-by: Karen Chung <karenc@nvidia.com> * [Docs] Add an Engram feature page explaining Engram usage in vLLM (vllm-project#57910) Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai> * [ROCm][Perf] Route the fused shared-expert gate GEMM through the platform dispatcher (vllm-project#54185) Signed-off-by: Mikko Tukiainen <Mikko.Tukiainen@amd.com> Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com> * [Engram] Drop redundant VLLM_PLE_CPU_OFFLOAD env var (vllm-project#57937) Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai> * [Bugfix][MoE] Reject hash routing for unsupported monolithic backends (vllm-project#57867) Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com> Co-authored-by: OpenAI Codex <noreply@openai.com> * [Bugfix][ROCm] Reject unsupported EP for monolithic AITER MXFP4 MoE (vllm-project#57866) Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com> Co-authored-by: OpenAI Codex <noreply@openai.com> * [Docker] Use zstd for CI images and offer a Docker Hub variant (vllm-project#55608) Signed-off-by: Nils Matteson <nilsmatteson@icloud.com> Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com> * [Kimi-K3][AMD] Return KDA and MLA projection outputs directly (vllm-project#50592) Signed-off-by: Liuyinfeng01 <yinfeliu@amd.com> Co-authored-by: Liuyinfeng01 <199041580+LiuYinfeng01@users.noreply.github.com> Co-authored-by: Andreas Karatzas <akaratza@amd.com> * [CI][Build] Harden triton-cpu sleef submodule fetch in CPU image build (vllm-project#57871) Signed-off-by: kimi-no-na-wa <kimi-no-na-wa@users.noreply.github.com> Co-authored-by: kimi-no-na-wa <kimi-no-na-wa@users.noreply.github.com> * [Bugfix][Kernel] Skip the fused silu-mul block-quant fast path when a swiglu clamp is set (vllm-project#57984) Signed-off-by: Garrett Goon <garrett@primeintellect.ai> Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com> * [Frontend] Add reusable TP1 initialized-engine snapshots (vllm-project#51360) Signed-off-by: Nils Matteson <nilsmatteson@icloud.com> Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com> Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com> Co-authored-by: Taneem Ibrahim <taneem.ibrahim@gmail.com> Co-authored-by: elehayym <52448798+Yuzu23@users.noreply.github.com> Co-authored-by: Andreas Karatzas <akaratza@amd.com> Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com> * [Pooling] MRV2 pooling shutdown model ref (vllm-project#57737) Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com> * [CI] Split (H200) LM Eval Large Models into per-model jobs (vllm-project#57965) Signed-off-by: Thang Nguyen <thangnguyenvn647@gmail.com> Co-authored-by: Kimi Code <noreply@moonshot.cn> Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com> * [Scheduler] Soften Long Prefill Tokens Threshhold (vllm-project#57951) Signed-off-by: Robert Shaw <robertgshaw2@gmail.com> Signed-off-by: Robert Shaw <robshaw@redhat.com> Co-authored-by: Robert Shaw <robshaw@redhat.com> * [Perf][Attention] Reduce GLM sparse MLA preparation overhead (vllm-project#57458) Signed-off-by: Summer Yang <girasoleyang@gmail.com> Co-authored-by: Codex <noreply@openai.com> Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com> Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com> * [Bugfix] Annotate MTP draft KV cache groups positionally on the hybrid grouping path (vllm-project#55390) Signed-off-by: Navjot Singh <navjot.singh@shopify.com> Co-authored-by: Codex <noreply@openai.com> * [Bugfix][GDN] Fix stateless first-chunk classification (vllm-project#51565) Signed-off-by: taking-lying-flat <1615405@qq.com> Signed-off-by: zjy0516 <riverclouds.zhu@qq.com> Co-authored-by: zjy0516 <riverclouds.zhu@qq.com> * [CI] Add pre-commit check that new tests are tethered to Buildkite jobs (vllm-project#54867) Signed-off-by: Turner Jabbour <doubleujabbour@gmail.com> Signed-off-by: Turner <doubleujabbour@gmail.com> Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com> Co-authored-by: Kevin H. Luu <khluu000@gmail.com> Co-authored-by: Nick Hill <nickhill123@gmail.com> * [XPU] Fix Nemotron FP8 LM-eval config: drop CUDA-only moe_backend and wire to new Buildkite job (vllm-project#49685) Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com> Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * [Docker] Expose bundled vllm-rs on PATH (vllm-project#57606) Signed-off-by: Alec Flowers <aflowers@nvidia.com> Signed-off-by: Alec <35311602+alec-flowers@users.noreply.github.com> Co-authored-by: Codex <noreply@openai.com> Co-authored-by: Bugen Zhao <i@bugenzhao.com> * [Fast Start] Cache the MTP draft model in a separate daemon group (vllm-project#57312) Signed-off-by: liusy58 <mg21330037@smail.nju.edu.cn> Signed-off-by: Isotr0py <Isotr0py@outlook.com> Co-authored-by: Isotr0py <Isotr0py@outlook.com> * [Rust Frontend] Add MiMo V2.5 parser support (vllm-project#57933) Co-authored-by: Codex <noreply@openai.com> Signed-off-by: Bugen Zhao <i@bugenzhao.com> * [Bugfix][Spec Decode] Cap DFlash/DSpark profiling query batch (vllm-project#56448) Signed-off-by: wangyicong <wangyicong@bytedance.com> * [RL][Sleep] Retain frozen weights across level-2 sleep (vllm-project#57891) Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com> Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com> Co-authored-by: Codex <noreply@openai.com> * [ROCm][Bugfix] Explicitly reject FSE=1 with DPA+ETP deployment for DeepSeek-V4 (vllm-project#57919) Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com> * [Spec Decode] Enable async scheduling for DFlash (vllm-project#58065) * [Frontend][Rust] Add mm-processor benchmark for Rust frontend (vllm-project#51922) Signed-off-by: Karthik Gangula <gangula-karthik@users.noreply.github.com> Signed-off-by: gangula-karthik <gkarthik923@gmail.com> Signed-off-by: Isotr0py <Isotr0py@outlook.com> Co-authored-by: Karthik Gangula <gangula-karthik@users.noreply.github.com> Co-authored-by: factory-droid[bot] <138933559+factory-droid[bot]@users.noreply.github.com> Co-authored-by: Isotr0py <Isotr0py@outlook.com> * [Rust Frontend] Introduce parser-owned output grammar interfaces (vllm-project#55269) Signed-off-by: Bugen Zhao <i@bugenzhao.com> Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com> * [Security] Reject min_tokens that exceeds the filled max_tokens default (vllm-project#57731) Signed-off-by: Juan Pérez de Algaba <jperezde@redhat.com> * [Bugfix][Frontend] Validate mixed prompt embedding mask lengths (vllm-project#57006) Signed-off-by: 子华 <huaxi.shx@alibaba-inc.com> Co-authored-by: Codex <noreply@openai.com> * [Bugfix][Qwen2.5-VL] Honor video fps for temporal M-RoPE (vllm-project#47736) Signed-off-by: Ting Sun <suntcrick@gmail.com> Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com> * [Rust Frontend] Build full-output grammars from initialized reasoning parsers (vllm-project#57340) Signed-off-by: Bugen Zhao <i@bugenzhao.com> Co-authored-by: Codex <noreply@openai.com> * [ROCm][Perf] Avoid extra reshape kernel in Qwen GDN output norm (vllm-project#47842) Signed-off-by: Mikko Tukiainen <Mikko.Tukiainen@amd.com> Co-authored-by: Cursor <cursoragent@cursor.com> * [Kernel] Add opt-in load-time MXFP4 dequantization (vllm-project#50814) Signed-off-by: Liuyinfeng01 <yinfeliu@amd.com> Co-authored-by: Shanshan Shen <467638484@qq.com> * [Rust Frontend] Separate multimodal instrumentation from request timing (vllm-project#58084) Signed-off-by: Bugen Zhao <i@bugenzhao.com> * [Kernel][DSV4.1] Fuse MXFP8 wo_b GEMM with sequence-parallel reduce-scatter (vllm-project#57428) Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg> Signed-off-by: Canlin <canlinguosdu@gmail.com> Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg> Co-authored-by: OpenAI Codex <codex@openai.com> Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com> Co-authored-by: Jee Jee Li <pandaleefree@gmail.com> * [CI] Emit a kernel symbol map from the csrc build (opt-in, for test selection) (vllm-project#58097) Signed-off-by: khluu <khluu000@gmail.com> Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com> * [perf] wire FA and FlashMLA for sm90 GLM5Next NoPE SparseMLA (vllm-project#55385) Signed-off-by: JaredforReal <w13431838023@gmail.com> Co-authored-by: Kimi Code <noreply@moonshot.cn> Co-authored-by: Leoyzen <leoyzen@gmail.com> Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com> * [CPU] Add device-memory-utilization CLI alias (vllm-project#56547) Signed-off-by: louie-tsai <louie.tsai@intel.com> Signed-off-by: Louie Tsai <louie.tsai@intel.com> Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> * [Rust Frontend] Construct model-owned vision processors through specs (vllm-project#58109) Co-authored-by: Codex <noreply@openai.com> Signed-off-by: Bugen Zhao <i@bugenzhao.com> * [BugFix][Core] Make the structured-output grammar poll non-blocking (vllm-project#55931) Signed-off-by: ubwzwd <ubwzwd@gmail.com> Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com> Co-authored-by: Artem Perevedentsev <aperevedents@nvidia.com> * [XPU][CI]Remove model_runner_v2 test from Intel GPU CI (vllm-project#58050) Signed-off-by: zengxian <xiangdong.zeng@intel.com> Co-authored-by: Kunshang Ji <kunshang.ji@intel.com> * [Bugfix][Structured Outputs] Reject empty `structural_tag` at request validation (vllm-project#47450) Signed-off-by: linnea-lin-00638949 <15521435947@163.com> Co-authored-by: Claude <noreply@anthropic.com> Co-authored-by: Artem Perevedentsev <aperevedents@nvidia.com> * [Build] Fix CUDA 12 KV connector dependency selection (vllm-project#57945) Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai> * [Bugfix][GLM-5.3-Flash] Run the dense MLP layers on the sequence-parallel shard (vllm-project#58061) Signed-off-by: Jared Wen <w13431838023@gmail.com> Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com> Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com> * [Bugfix][Structured Output] Disallow MRV1 + PP>1 + async sched + structured output (vllm-project#56250) Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com> Co-authored-by: CNE Pierre FICHEPOIL <pierre-1.fichepoil@gendarmerie.interieur.gouv.fr> * [Feat][XPU] VLLM_BATCH_INVARIANT support for Dense/MoE models (vllm-project#55881) Signed-off-by: Tony Lin <tony.lin@intel.com> Co-authored-by: Flora Feng <4florafeng@gmail.com> * [SpecDecode] Restore residual-logits comments in _resample_kernel (vllm-project#58166) Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com> Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com> * [Bugfix] Narrow AuxOutput KV restrictions to known PD connectors (vllm-project#58150) Signed-off-by: aoshen02 <aoshen@inferact.ai> * [Bugfix] prioritize architecture capability before DeepGEMM availability check (vllm-project#58073) Signed-off-by: Tony Lin <tony.lin@intel.com> * [Bugfix][Attention] Avoid NaN in the Triton softcap for large attention logits (vllm-project#56579) Signed-off-by: Kushal Dabbe <72650064+kushaldabbe@users.noreply.github.com> Co-authored-by: opencode <noreply@opencode.ai> Co-authored-by: Misha Goin <mgoin64@gmail.com> * [Bugfix][Engram] Fall back when /dev/shm is absent before sharing tables (vllm-project#57914) Signed-off-by: Juntian Liu <juntianl@inferact.ai> Signed-off-by: Juntian Liu <Juntianl777@gmail.com> Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com> Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com> * [Bugfix] hadacore_transform: respect inplace parameter to fix garbage outputs with QuIP transforms (vllm-project#43462) Signed-off-by: Gilles Turpin <turpingilles15@gmail.com> Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com> * [Bugfix][ROCm] Dispatch the QuantFP8 CUDA fallback on the class (vllm-project#58136) Signed-off-by: Stefan Koncarevic <Stefan.Koncarevic@amd.com> Co-authored-by: Andreas Karatzas <akaratza@amd.com> * [ROCm][DSv4.1][Perf] Fuse the inverse RoPE into the sparse decode reduce (vllm-project#57435) Signed-off-by: Fangzhou Ai <fangzhou.ai@amd.com> Co-authored-by: Cursor <cursoragent@cursor.com> Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com> * [Fast Start] Support data parallelism in the weight cache daemon (vllm-project#57386) Signed-off-by: liusy58 <mg21330037@smail.nju.edu.cn> Signed-off-by: Isotr0py <Isotr0py@outlook.com> Co-authored-by: Isotr0py <Isotr0py@outlook.com> * [Bugfix] batch_invariant: keep non-AllReduce collectives enabled on NCCL >= 2.31 (vllm-project#58179) Signed-off-by: Guanxin Li <38149783+guanxingithub@users.noreply.github.com> Co-authored-by: Flora Feng <4florafeng@gmail.com> * [MRV2] Release weight offloader on shutdown (vllm-project#57834) Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com> * [Bugfix][V1] Honor enable_jit_warmup for V2 kernel warmup (vllm-project#55146) Co-authored-by: mgoin <mgoin64@gmail.com> * [ROCm][CI] Add GELU activation for AiterExperts in the modular-kernel coverage (vllm-project#58030) Signed-off-by: Divakar Verma <divakar.verma@amd.com> Co-authored-by: Andreas Karatzas <akaratza@amd.com> * [Bugfix][V1] Read ModelState max_model_len from model config (vllm-project#58149) Signed-off-by: Chenglun Hu <chenglunhu@gmail.com> Signed-off-by: mgoin <mgoin64@gmail.com> Co-authored-by: mgoin <mgoin64@gmail.com> * [Bugfix][Model][Spec Decode] Defer disposable GLM MTP head (vllm-project#55442) Signed-off-by: Luca Motz <luca.motz@icloud.com> * [Refactor] Remove dead code multiple places (vllm-project#58002) Signed-off-by: yewentao256 <zhyanwentao@126.com> * [Core] structured generation mode for DiffusionGemma model (Jev-like) (vllm-project#57250) Signed-off-by: Matt Mastracci <matthew@mastracci.com> Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com> Signed-off-by: Razorback16 <razorback16@protonmail.com> Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com> Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com> Co-authored-by: Codex <noreply@openai.com> Co-authored-by: Razorback16 <razorback16@protonmail.com> * [Kernel] Remove AllSpark INT8 W8A16 GEMM backend (vllm-project#58001) Signed-off-by: mgoin <mgoin64@gmail.com> * [CI] Build the torch-nightly image on Ubuntu 24.04 (vllm-project#58204) * [Bugfix] Backport Inductor custom-op pattern matching fix (vllm-project#58189) Signed-off-by: mgoin <mgoin64@gmail.com> * [Core] Disable JIT warmup in eager mode (vllm-project#58197) Signed-off-by: mgoin <mgoin64@gmail.com> * [CI] Split LM Eval TurboQuant KV Cache into per-config jobs (vllm-project#57113) Signed-off-by: Thang Nguyen <thangnguyenvn647@gmail.com> Co-authored-by: Kimi <noreply@moonshot.ai> * [CI] Shard (H200 MIG 18GB) Spec Decode Draft Model across whole-directory replicas (vllm-project#58193) Signed-off-by: Thang Nguyen <thangnguyenvn647@gmail.com> Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com> * [Perf] Remove CPU-GPU sync in heterogeneous vocabulary speculative decoding (vllm-project#57396) * [ROCm][Build][The Rock] Bump Triton version to 3.8.x tip-of-tree with source build in The Rock image (vllm-project#58006) Signed-off-by: Randall Smith <Randall.Smith@amd.com> * [Bugfix][ROCm] Use the platform FP8 range in the concat MLA q test (vllm-project#58153) Co-authored-by: Andreas Karatzas <akaratza@amd.com> * [ROCm][Model][Bugfix] Enable GLM-5.2-MXFP4 on the deepseek_v32 path and fix sparse attention correctness (vllm-project#51915) Signed-off-by: Jack Hu <Jack.Hu@amd.com> Signed-off-by: Jack Hu <jack.hu@amd.com> Signed-off-by: Douglas Lehr <Doug.Lehr@amd.com> Co-authored-by: James E T Smith <jamesETsmith@users.noreply.github.com> Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com> Co-authored-by: Douglas Lehr <Doug.Lehr@amd.com> * [ROCm] Use silu_and_mul_with_clamp's torch._C op (vllm-project#52052) Signed-off-by: Tres Popp <tres.popp@amd.com> Co-authored-by: Cursor <cursoragent@cursor.com> Co-authored-by: Shanshan Shen <467638484@qq.com> Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com> Co-authored-by: Andreas Karatzas <akaratza@amd.com> * [Bugfix] Skip VllmConfig re-validation for with_hf_config submodel views (vllm-project#58212) Signed-off-by: Nick Hill <nickhill123@gmail.com> Co-authored-by: Kimi Code <noreply@moonshot.ai> Co-authored-by: Roger Wang <rogerw@inferact.ai> * [EPD] Support metadata-only audio inputs (vllm-project#57887) Signed-off-by: Tianyu Guo <guoty@inferact.ai> Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk> * [ROCm][DSv4][Perf] Fuse the inverse RoPE into the sparse decode reduce (vllm-project#57451) Signed-off-by: Fangzhou Ai <fangzhou.ai@amd.com> * [ROCm][Compile] Support BF16 AsyncTP fusion (vllm-project#58098) Signed-off-by: Andreas Karatzas <akaratza@amd.com> * [CI][Bugfix] Update IPC test caller for vllm-project#57312's _apply_entries signature (vllm-project#58107) Signed-off-by: kimi-no-na-wa <kimi-no-na-wa@users.noreply.github.com> Co-authored-by: kimi-no-na-wa <kimi-no-na-wa@users.noreply.github.com> Co-authored-by: Kevin H. Luu <khluu000@gmail.com> * [ROCm][CI] Stage G gating (vllm-project#50922) Signed-off-by: Andreas Karatzas <akaratza@amd.com> Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com> Co-authored-by: OpenAI Codex <codex@openai.com> * [Bugfix] Set worker runtime threads before profiling and compilation (vllm-project#55891) Signed-off-by: Andreas Karatzas <andreas.karatzas@protonmail.com> Co-authored-by: Codex <noreply@openai.com> Co-authored-by: Nick Hill <nickhill123@gmail.com> * [XPU] Wire up SYCL apply_rotary_emb kernel in ApplyRotaryEmb (vllm-project#55721) Signed-off-by: Michal Ganczarenko <michal.ganczarenko@intel.com> Signed-off-by: Michał Ganczarenko <michal.ganczarenko@intel.com> Co-authored-by: Claude <noreply@anthropic.com> * [Compilation] Fix QuTLASS compilation with PyTorch 2.13 (vllm-project#58173) Signed-off-by: yewentao256 <zhyanwentao@126.com> * [Spec decode] Support variable-length decode for Kimi-K3 adaptive ver (vllm-project#52988) Signed-off-by: Albert Cheng <albecheng@nvidia.com> Signed-off-by: Albert Cheng (Engrg-Hardware 1) <albecheng@login-bia01.bia.clusters.nvidia.com> Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com> Co-authored-by: Benjamin Chislett <bchislett@nvidia.com> * [XPU][CI] Deselect tests/v1/spec_decode/test_mtp.py::test_glm_mtp_defers_lm_head (vllm-project#58237) Signed-off-by: zengxian <xiangdong.zeng@intel.com> * [MoE] Use GateLinear for all MoE models (vllm-project#58234) Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai> * [Bugfix][Frontend] Keep length finish_reason for max_tokens-truncated streaming tool calls (vllm-project#46303) Signed-off-by: Ting Sun <suntcrick@gmail.com> * [ROCm][Perf] Use wvSplitK for single-output GEMMs (vllm-project#53283) Signed-off-by: tangzzycc <3081129260@qq.com> * [Tests] Select V2 for diffusion scheduler unit tests (vllm-project#58272) Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com> Co-authored-by: OpenAI Codex <codex@openai.com> * [Quantization] Select per-token NVFP4 MoE backends explicitly (vllm-project#57176) Signed-off-by: aoshen02 <aoshen@inferact.ai> Signed-off-by: S1ro1 <matej.sirovatka@gmail.com> Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com> Co-authored-by: aoshen02 <aoshen@inferact.ai> Co-authored-by: OpenAI Codex <noreply@openai.com> Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com> Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com> * [ROCm][CI] Mirror the three TurboQuant evaluation groups on MI355 (vllm-project#58282) Signed-off-by: Andreas Karatzas <akaratza@amd.com> Co-authored-by: OpenAI Codex <noreply@openai.com> * [ROCm][CI] Add MI355 dense NVFP4 and MoRI kernel mirrors (vllm-project#58281) Signed-off-by: Andreas Karatzas <akaratza@amd.com> Co-authored-by: OpenAI Codex <noreply@openai.com> * [Mooncake] Address review nits from vllm-project#56855 (vllm-project#57174) Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai> Co-authored-by: Yifan Qiao <17067717+ivanium@users.noreply.github.com> * [Refactor][Quantization] Make FP8 and MLA weight transforms reusable pure functions (vllm-project#57732) Signed-off-by: aoshen02 <aoshen@inferact.ai> Co-authored-by: Yongye Zhu <zyy1102000@gmail.com> * [ROCm][Compile] Fuse AITER static FP8 attention output (vllm-project#58099) Signed-off-by: Andreas Karatzas <akaratza@amd.com> Co-authored-by: OpenAI Codex <noreply@openai.com> * [ROCm][Bugfix] Register MRV2 sampler JIT warmups (vllm-project#58092) Signed-off-by: Andreas Karatzas <akaratza@amd.com> Co-authored-by: OpenAI Codex <codex@openai.com> * [Perf][Attention] Avoid CPU-GPU sync in DCP sequence lengths (vllm-project#58169) Signed-off-by: zjy0516 <riverclouds.zhu@qq.com> Co-authored-by: OpenAI Codex <noreply@openai.com> * [CI][Bugfix] Extend groupwise rms_norm scale tolerance to CUDA (vllm-project#58252) Signed-off-by: kimi-no-na-wa <kimi-no-na-wa@users.noreply.github.com> Co-authored-by: kimi-no-na-wa <kimi-no-na-wa@users.noreply.github.com> * Disable pre-commit check-test-tethering Prevent this check from running in our branch because we are not testing our branch with Buildkite. Signed-off-by: Dan Eble <Dan.Eble@amd.com> --------- Signed-off-by: Isotr0py <Isotr0py@outlook.com> Signed-off-by: jinzhen.ljz <jinzhen.ljz@antgroup.com> Signed-off-by: mgoin <mgoin64@gmail.com> Signed-off-by: Roi Koren <roik@nvidia.com> Signed-off-by: yewentao256 <zhyanwentao@126.com> Signed-off-by: Sheral Kumar <shekumar@amd.com> Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com> Signed-off-by: Yichao Zhu <Yichao.Zhu@amd.com> Signed-off-by: yisheng <yi.sheng@intel.com> Signed-off-by: Woosuk Kwon <woosuk@inferact.ai> Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai> Signed-off-by: jiangkuaixue123 <jiangxiaozhou111@163.com> Signed-off-by: CrazyCoder <18235787078@163.com> Signed-off-by: aoshen02 <aoshen@inferact.ai> Signed-off-by: Zhou Zihang <z@mcac.cc> Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai> Signed-off-by: khluu <khluu000@gmail.com> Signed-off-by: Matt Mastracci <matthew@mastracci.com> Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> Signed-off-by: zjy0516 <riverclouds.zhu@qq.com> Signed-off-by: zhenwei-intel <zhenwei.liu@intel.com> Signed-off-by: Tianyao Wu <rayroy31@gmail.com> Signed-off-by: Oliver Holworthy <1216955+oliverholworthy@users.noreply.github.com> Signed-off-by: john <6712432+CaiJohn@users.noreply.github.com> Signed-off-by: Aakif Nawaz <aakif.nawaz@amd.com> Signed-off-by: Juntian Liu <Juntianl777@gmail.com> Signed-off-by: Wei-Ting Liao <wei-ting.liao@amd.com> Signed-off-by: Andreas Karatzas <akaratza@amd.com> Signed-off-by: Djordje Ramic <djoramic@amd.com> Signed-off-by: Nick Hill <nickhill123@gmail.com> Signed-off-by: Fangzhou Ai <fangzhou.ai@amd.com> Signed-off-by: Juan Pérez de Algaba <jperezde@redhat.com> Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com> Signed-off-by: hotragn <hotragn.pettugani_2024@woxsen.edu.in> Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com> Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com> Signed-off-by: Sergio Figueras 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Purpose
using --gpu-memory-utilization for CPU confuses users.
Add --device-memory-utilization as an alias for --gpu-memory-utilization. Both options map to the existing gpu_memory_utilization field. Update CPU documentation, error guidance, and CLI tests.
Test Plan
Test Result
Essential Elements of an Effective PR Description Checklist
supported_models.mdandexamplesfor a new model.