[CPU] V1 support for the CPU backend #16441
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bigPYJ1151
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WoosukKwon,
robertgshaw2-redhat,
njhill,
ywang96,
comaniac and
alexm-redhat
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Nice, can you also update the V1 User Guide to reflect this support? |
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@WoosukKwon @Isotr0py @mgoin can you take a look at this as well? |
Isotr0py
reviewed
Apr 11, 2025
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| @staticmethod | ||
| def get_name() -> str: | ||
| return "TORCH_SDPA" |
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Suggested change
| return "TORCH_SDPA" | |
| return "TORCH_SDPA_VLLM_V1" |
| logger = init_logger(__name__) | ||
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| class CPUModelRunner(GPUModelRunner): |
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I think we will also need a ModelRunnerBase class for v1 to avoid directly inherit from GPU runner.
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Absolutely, maybe it should be done when the GPU runner becomes stable. At least the CPU V1 runner can fully reuse the GPU runner with limited additional changes.
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| class TorchSDPABackendV1: | ||
| accept_output_buffer: bool = False | ||
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I think we should put the v1 sdpa attention backend at vllm/v1/attention/backends to avoid coupling.
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| class TorchSDPAMetadataBuilderV1: | ||
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| @staticmethod | ||
| def get_impl_cls() -> Type["TorchSDPABackendImpl"]: | ||
| return TorchSDPABackendImpl |
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We should add a new AttentionImpl for v1 instead of using the legacy ones, because prefix caching and chunk prefill are always enabled by default.
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Yes, chunked_prefill is always enabled when building metadata for v1. Right now I think the legacy impl is enough for enabling v1 for CPU, and perhaps we can provide a new unified CPU attn impl for multiple attn features in the future.
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perhaps we can provide a new unified CPU attn impl for multiple attn features in the future.
Sure! In fact, I also expect Flex Attn can support on CPU backend: #16078. Perhaps we can switch to FlexAttn from SDPA once it lands in the future.
| @@ -177,7 +177,7 @@ def build(self, seq_lens, query_lens, cuda_graph_pad_size, batch_size): | |||
| seq_lens_tensor=seq_lens_tensor, | |||
| max_query_len=max_query_len, | |||
| max_kv_len=max_kv_len, | |||
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why does this file require changes?
| @@ -86,10 +86,13 @@ class TorchSDPAMetadata(AttentionMetadata, PagedAttentionMetadata): | |||
| # For chunked prefill only | |||
| max_query_len: Optional[int] = None | |||
| max_kv_len: Optional[int] = None | |||
| query_start_loc: Optional[torch.Tensor] = None | |||
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why does this file require changes?
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It is a naming conflict. The V1 model runner use query_start_loc for logits indexing specially, contains all tokens in a batch. But in torch_sdpa, query_start_loc contains prefill tokens only, so rename it to prefill_query_start_loc.
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I would try to avoid the renaming in torch sdpa instead of the global change
| num_kv_heads, head_size) | ||
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| @staticmethod | ||
| def swap_blocks( |
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I dont think swap_blocks or copy_blocks are needed for V1
NickLucche
suggested changes
May 12, 2025
| self.seq_start_loc_np = self.seq_start_loc_cpu.numpy() | ||
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| def _postprocess_tenosrs(self) -> None: | ||
| # Note: replace device tensors with cpu tensors |
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This is a bit hacky. Have you considered just duplicating GPUModelRunner while cutting out all unsupported features or unnecessary device/cpu double tensors?
We have done something similar for TPU https://github.com/vllm-project/vllm/blob/main/vllm/v1/worker/tpu_model_runner.py.
It's uglier to the eyes but it's easier to control until things are more stable.
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Exactly it is a bit hacky. We actually did the way in V0, it did well to cut out some hardcoded unsupported features for CPU such as CUDAGraph, FlashAttnBackend. But eventually the V0 CPU runner diverged with the GPU runner and can't leverage some new features and refactors directly.
Compared with V0, V1 model runner has better designs in abstraction, like unified input data management, vLLM compilation, attention backend builder and reorder, .etc. These abstraction allows the CPU model runner be more compatible with the GPU. Moreover, I think the V1 model runner has became relatively stable as almost no changes required when rebasing this PR.
So I would prefer to totally reuse the GPU model runner for now, even with some hacky. If some day we have to decouple them, I think it will not be very difficult.
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While I definitely see your point and the strengths of leveraging an hierarchical structure, I am not 100% sure there won't be quite recurring hiccups to fix the runner as an unintended consequence of some other unrelated PR.
Still, I am not against this implementation, perhaps we could a better job at writing platform-aware code in the other parts of the code.
Eg (not for this PR) abstracting away those cpu/device tensors in a base class so that we don't have to resort to this workaround here.
simon-mo
reviewed
May 12, 2025
| logger.warning("sleep mode is not supported on CPU, disable it.") | ||
| model_config.enable_sleep_mode = False | ||
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| model_config.disable_cascade_attn = True |
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Yes I think the cascade attn is only supported in the flash attn backend so I disable it here.
I noticed support_sleep_mode has became a platform attribute, remove the checking here.
Signed-off-by: jiang.li <jiang1.li@intel.com>
Signed-off-by: jiang.li <jiang1.li@intel.com>
Signed-off-by: jiang.li <jiang1.li@intel.com>
Signed-off-by: jiang.li <jiang1.li@intel.com>
Signed-off-by: jiang.li <jiang1.li@intel.com>
Signed-off-by: jiang.li <jiang1.li@intel.com>
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Hi @simon-mo, all required tests became green. We enabled CPU V1 as default and all CPU tests compatible with the V1 engine passed. https://buildkite.com/vllm/ci/builds/21328#0197361e-3946-4915-953d-7a8baeae1137 I think this PR is ready to merge, please take a look, thanks :) |
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Shafi Hussain <Md.Shafi.Hussain@ibm.com> Signed-off-by: npanpaliya <nishidha.panpaliya@partner.ibm.com> Co-authored-by: Md. Shafi Hussain <Md.Shafi.Hussain@ibm.com> * [BugFix] Fix MultiConnector test after HMA changes (vllm-project#19291) Signed-off-by: Nick Hill <nhill@redhat.com> * [Bugfix][Core] Update cancellation logic in `generate()` to handle Generator exits (vllm-project#19225) Co-authored-by: Adolfo Victoria <adovi@meta.com> * [Core] Fix abrupt request abort (vllm-project#18485) Signed-off-by: nicklucche <nlucches@redhat.com> Signed-off-by: Nick Hill <nhill@redhat.com> Co-authored-by: Nick Hill <nhill@redhat.com> * [BugFix] Fix tpu_model_runner block_id concatenation (vllm-project#19228) Signed-off-by: Nick Hill <nhill@redhat.com> * [Misc][Tools][Benchmark] Fix and improve auto tune script (vllm-project#19163) Signed-off-by: Chenyaaang <chenyangli@google.com> * [Build][ROCm] Update Dockerfile.rocm (vllm-project#19296) Signed-off-by: Alexei V. Ivanov <alexei.ivanov@amd.com> * [Easy][Test] Simplify test_function_tool_use with multiple parametrizes (vllm-project#19269) Signed-off-by: Lu Fang <lufang@fb.com> * [Kernel] Integrate CUTLASS MoE kernel with PPLX (vllm-project#18762) Signed-off-by: ElizaWszola <ewszola@redhat.com> Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com> Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com> * [TPU][Test] Add script to run benchmark on TPU for buildkite (vllm-project#19039) Signed-off-by: Qiliang Cui <derrhein@gmail.com> * [CI][PowerPC] Use a more appropriate way to select testcase in tests/models/language/pooling/test_embedding.py (vllm-project#19253) Signed-off-by: Aaruni Aggarwal <aaruniagg@gmail.com> * Add FlexAttention to V1 (vllm-project#16078) Signed-off-by: drisspg <drisspguessous@gmail.com> * [Misc] refactor context extension (vllm-project#19246) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [CI/Build] Improve Llama GGUF test robustness (vllm-project#19287) Signed-off-by: Isotr0py <2037008807@qq.com> * [Nit][Benchmark]Fix example in benchmark_serving_structured_output.py (vllm-project#19311) Signed-off-by: Lifan Shen <lifans@meta.com> * [AMD] Update compatible packaging version (vllm-project#19309) Signed-off-by: pramkuma <Pramendra.Kumar@amd.com> * [BugFix][V1] Fix memory profiling bug (vllm-project#18974) Signed-off-by: luka <luka@neuralmagic.com> * [Bugfix]: Fix TypeError: 'float' object cannot be interpreted as an integer (vllm-project#19283) Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> * [Bugfix] Re-enable use_cudagraph in vLLM v1 (vllm-project#19299) Signed-off-by: Richard Zou <zou3519@gmail.com> * [Misc] Change tests/compile to use VLLM_V1 by default (vllm-project#19302) Signed-off-by: rzou <zou3519@gmail.com> * Add H20-3e fused MoE kernel tuning configs for Qwen3-235B-A22B (vllm-project#19315) Signed-off-by: Xu Wenqing <xuwq1993@qq.com> * [Hardware][POWER] Add IBM POWER11 Support to CPU Extension Detection (vllm-project#19082) Signed-off-by: Akash Kaothalkar <akash.kaothalkar@ibm.com> Co-authored-by: Akash Kaothalkar <akash.kaothalkar@ibm.com> * [Quantization] Add compressed-tensors NVFP4 support (vllm-project#18312) * [Multi Modal] Add an env var for message queue max chunk bytes (vllm-project#19242) Signed-off-by: yZhen <yZhen@fb.com> Co-authored-by: yZhen <yZhen@fb.com> * [Bugfix] model_max_length should consider max_model_len in tokenizer_config (vllm-project#19201) * [Deprecation] Remove `inputs` arg fallback in Engine classes (vllm-project#18799) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * [Misc] Add documentation update reminder to PR template (vllm-project#19289) Signed-off-by: Isotr0py <2037008807@qq.com> * [Frontend] Remove unreachable code from llm.py (vllm-project#19288) Signed-off-by: KsuParkhamchuk <k.parkhamchuk@gmail.com> * [Misc] Cleanup compilation tests (vllm-project#19343) Signed-off-by: rzou <zou3519@gmail.com> * [doc] improve ci doc (vllm-project#19307) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Doc] Fix description in the Automatic Prefix Caching design doc (vllm-project#19333) Signed-off-by: cr7258 <chengzw258@163.com> * [CI/Build] Fix LoRA test (vllm-project#19350) Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> * [Fix] Allow kernel compilation for CUDA capability 8.7 (vllm-project#19328) Signed-off-by: Conroy Cheers <conroy@corncheese.org> * [CI] Introduce rules for llama auto-label (vllm-project#19323) Signed-off-by: Lu Fang <lufang@fb.com> * [Docs] Fix a bullet list in usage/security.md (vllm-project#19358) Signed-off-by: windsonsea <haifeng.yao@daocloud.io> * [full_graph] Fix query_start_loc padding (vllm-project#19321) Signed-off-by: Yinghai Lu <yinghai@thinkingmachines.ai> * [v1] Add fp32 support to v1 engine through flex attn (vllm-project#19319) Signed-off-by: Isotr0py <2037008807@qq.com> Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn> * [Misc] Fixes and Optimizations for DeepEP + DeepGEMM combination. (vllm-project#19298) Signed-off-by: Varun <vsundarr@redhat.com> Co-authored-by: Varun <vsundarr@redhat.com> * [Bugfix][Core] Prevent token lengths exceeding `max_model_len` in V0 (vllm-project#19348) Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com> * [Quantization] Bump compressed-tensors version (vllm-project#19295) Signed-off-by: Kyle Sayers <kylesayrs@gmail.com> * [Frontend] Make TIMEOUT_KEEP_ALIVE configurable through env var (vllm-project#18472) Signed-off-by: liusiqian <liusiqian@tal.com> * [TPU]Fix KV cache sharing tests (vllm-project#19371) * [HOT-FIX] Add `kv_sharing_target_layer_name` argument to cutlass_mla backend (vllm-project#19374) Signed-off-by: Pavani Majety <pmajety@nvidia.com> * [Misc] Fix a config typo in disable_hybrid_kv_cache_manager configuration (vllm-project#19383) Signed-off-by: Siyuan Liu <lsiyuan@google.com> * [V1] Reuse V0's memory_profiling util for gpu worker memory profiling (vllm-project#19312) Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com> * [Bugfix] Fix benchmark_moe.py (vllm-project#19016) Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn> * Use xla flag to improve the quantized model performance (vllm-project#19303) Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com> * Fix docs/mkdocs/hooks/remove_announcement.py (vllm-project#19382) * [Frontend] Add tqdm_leave_pbar to control progress bar visibility (vllm-project#19357) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Core] Use tuple for kv cache group block ids (vllm-project#19175) Signed-off-by: Nick Hill <nhill@redhat.com> * [Bugfix] Fix modelscope token passed in (vllm-project#19389) Signed-off-by: wangli <wangli858794774@gmail.com> Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> Co-authored-by: Jee Jee Li <pandaleefree@gmail.com> * [Core] Batch multi modal input using pinned memory (vllm-project#19169) Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com> * Add security warning to bug report template (vllm-project#19365) Signed-off-by: Russell Bryant <rbryant@redhat.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * [Misc] refactor neuron_multimodal and profiling (vllm-project#19397) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * Add clear documentation around the impact of debugging flag (vllm-project#19369) Signed-off-by: Anna Pendleton <pendleton@google.com> * Automatically bind CPU OMP Threads of a rank to CPU ids of a NUMA node. (vllm-project#17930) Signed-off-by: Tsai, Louie <louie.tsai@intel.com> Co-authored-by: Li, Jiang <bigpyj64@gmail.com> * Revert "[v1] Add fp32 support to v1 engine through flex attn" (vllm-project#19404) * [BugFix][FlashInfer] Fix attention backend interface mismatch with unexpected keyword `use_irope` (vllm-project#19134) Signed-off-by: Yunqiu Guo <guorachel@meta.com> * [BugFix][CPU] Fix CPU CI by ignore collecting test_pixtral (vllm-project#19411) Signed-off-by: jiang.li <jiang1.li@intel.com> * Simplify ep kernels installation (vllm-project#19412) Signed-off-by: youkaichao <youkaichao@gmail.com> * [Misc] Slight improvement of the BNB (vllm-project#19418) Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> Co-authored-by: Isotr0py <2037008807@qq.com> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> * [Docs] Note that alternative structured output backends are supported (vllm-project#19426) Signed-off-by: Russell Bryant <rbryant@redhat.com> * [ROCm][V1] Adding ROCm to the list of plaforms using V1 by default (vllm-project#19440) Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com> * [Model] use AutoWeightsLoader for commandr (vllm-project#19399) Signed-off-by: py-andy-c <pychen1017@gmail.com> * Add H20-3e fused MoE kernel tuning configs for Qwen3-235B-A22B-FP8 (vllm-project#19401) Signed-off-by: 许文卿 <xwq391974@alibaba-inc.com> * [BugFix] Allow use_cudagraph to work with dynamic VLLM_USE_V1 (vllm-project#19390) Signed-off-by: rzou <zou3519@gmail.com> * [New Model]: Support Qwen3 Embedding & Reranker (vllm-project#19260) * [BugFix] Fix docker build cpu-dev image error (vllm-project#19394) Signed-off-by: niu_he <carlton2tang@gmail.com> * Fix test_max_model_len in tests/entrypoints/llm/test_generate.py (vllm-project#19451) Signed-off-by: Lu Fang <lufang@fb.com> * [CI] Disable failing GGUF model test (vllm-project#19454) Signed-off-by: mgoin <mgoin64@gmail.com> * [Misc] Remove unused `MultiModalHasher.hash_prompt_mm_data` (vllm-project#19422) Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com> * Add fused MOE config for Qwen3 30B A3B on B200 (vllm-project#19455) Signed-off-by: Junhao Li <junhao@ubicloud.com> * Fix Typo in Documentation and Function Name (vllm-project#19442) * [ROCm] Add rules to automatically label ROCm related PRs (vllm-project#19405) Signed-off-by: Lu Fang <lufang@fb.com> * [Kernel] Support deep_gemm for linear methods (vllm-project#19085) Signed-off-by: artetaout <lulala341@gmail.com> * [Doc] Update V1 User Guide for Hardware and Models (vllm-project#19474) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * [Doc] Fix quantization link titles (vllm-project#19478) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * [Doc] Support "important" and "announcement" admonitions (vllm-project#19479) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * [Misc] Reduce warning message introduced in env_override (vllm-project#19476) Signed-off-by: Lu Fang <lufang@fb.com> * Support non-string values in JSON keys from CLI (vllm-project#19471) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * Add cache to cuda get_device_capability (vllm-project#19436) Signed-off-by: mgoin <mgoin64@gmail.com> * Fix some typo (vllm-project#19475) Signed-off-by: ximing.wxm <ximing.wxm@antgroup.com> Co-authored-by: ximing.wxm <ximing.wxm@antgroup.com> * Support no privileged mode on CPU for docker and kubernetes deployments (vllm-project#19241) Signed-off-by: Tsai, Louie <louie.tsai@intel.com> * [Bugfix] Update the example code, make it work with the latest lmcache (vllm-project#19453) Signed-off-by: Runzhen Wang <wangrunzhen@gmail.com> * [CI] Update FlashInfer to 0.2.6.post1 (vllm-project#19297) Signed-off-by: mgoin <mgoin64@gmail.com> * [doc] fix "Other AI accelerators" getting started page (vllm-project#19457) Signed-off-by: David Xia <david@davidxia.com> * [Misc] Fix misleading ROCm warning (vllm-project#19486) Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> * [Docs] Remove WIP features in V1 guide (vllm-project#19498) Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu> * [Kernels] Add activation chunking logic to FusedMoEModularKernel (vllm-project#19168) Signed-off-by: Bill Nell <bnell@redhat.com> * [AMD] [Quantization] Add override flag for attention dtype instead of using kv_cache_dtype trigger (vllm-project#17331) Signed-off-by: Randall Smith <Randall.Smith@amd.com> * [UX] Add Feedback During CUDAGraph Capture (vllm-project#19501) Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com> * [CI/Build] Fix torch nightly CI dependencies (vllm-project#19505) Signed-off-by: Richard Zou <zou3519@gmail.com> * [CI] change spell checker from codespell to typos (vllm-project#18711) Signed-off-by: Andy Xie <andy.xning@gmail.com> * [BugFix] Force registration of w8a8_block_fp8_matmul_deepgemm via lazy import (vllm-project#19514) Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com> Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com> * Add Triton Fused MoE kernel config for E=16 on B200 (vllm-project#19518) Signed-off-by: Brayden Zhong <b8zhong@uwaterloo.ca> * [Frontend] Improve error message in tool_choice validation (vllm-project#19239) Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com> * [BugFix] Work-around incremental detokenization edge case error (vllm-project#19449) Signed-off-by: Nick Hill <nhill@redhat.com> * [BugFix] Handle missing sep_token for Qwen3-Reranker in Score API (vllm-project#19522) Signed-off-by: strutive07 <strutive07@gmail.com> * [AMD][Kernel][BugFix] fix test_rocm_compressed_tensors_w8a8 for rocm (vllm-project#19509) Signed-off-by: Randall Smith <Randall.Smith@amd.com> * Fix typo (vllm-project#19525) Signed-off-by: 2niuhe <carlton2tang@gmail.com> * [Security] Prevent new imports of (cloud)pickle (vllm-project#18018) Signed-off-by: Russell Bryant <rbryant@redhat.com> Co-authored-by: Aaron Pham <Aaronpham0103@gmail.com> * [Bugfix][V1] Allow manual FlashAttention for Blackwell (vllm-project#19492) Signed-off-by: mgoin <mgoin64@gmail.com> * [Bugfix] Respect num-gpu-blocks-override in v1 (vllm-project#19503) Signed-off-by: Jon Swenson <jmswen@gmail.com> * [Quantization] Improve AWQ logic (vllm-project#19431) Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> * [Doc] Add V1 column to supported models list (vllm-project#19523) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * [V1][NixlConnector] Drop `num_blocks` check (vllm-project#19532) Signed-off-by: NickLucche <nlucches@redhat.com> * [Perf] Vectorize static / dynamic INT8 quant kernels (vllm-project#19233) Signed-off-by: yewentao256 <zhyanwentao@126.com> * Fix TorchAOConfig skip layers (vllm-project#19265) Signed-off-by: mobicham <hicham@mobiuslabs.com> * [torch.compile][ROCm] Fuse quantization onto attention using a torch.compile pass (vllm-project#16756) Signed-off-by: Luka Govedič <lgovedic@redhat.com> Co-authored-by: Sage Moore <sage@neuralmagic.com> * [doc] Make top navigation sticky (vllm-project#19540) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Spec Decode][Benchmark] Generalize spec decode offline benchmark to more methods and datasets (vllm-project#18847) * [Misc] Turn MOE_DP_CHUNK_SIZE into an env var (vllm-project#19506) * [Bugfix] Enforce contiguous input for dynamic_per_token FP8/INT8 quant (vllm-project#19452) Signed-off-by: mgoin <mgoin64@gmail.com> * [Doc] Unify structured outputs examples (vllm-project#18196) Signed-off-by: Aaron Pham <contact@aarnphm.xyz> * [V1] Resolve failed concurrent structured output requests (vllm-project#19565) Signed-off-by: Russell Bryant <rbryant@redhat.com> * Revert "[Build/CI] Add tracing deps to vllm container image (vllm-project#15224)" (vllm-project#19378) * [BugFix] : Fix Batched DeepGemm Experts (vllm-project#19515) Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com> Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com> * [Bugfix] Fix EAGLE vocab embedding for multimodal target model (vllm-project#19570) Signed-off-by: qizixi <qizixi@meta.com> * [Doc] uses absolute links for structured outputs (vllm-project#19582) Signed-off-by: Aaron Pham <contact@aarnphm.xyz> * [doc] fix incorrect link (vllm-project#19586) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Misc] Correct broken docs link (vllm-project#19553) Signed-off-by: Zerohertz <ohg3417@gmail.com> * [CPU] Refine default config for the CPU backend (vllm-project#19539) Signed-off-by: jiang1.li <jiang1.li@intel.com> * [Fix] bump mistral common to support magistral (vllm-project#19533) Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com> * [Fix] The zip function in Python 3.9 does not have the strict argument (vllm-project#19549) Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com> * use base version for version comparison (vllm-project#19587) Signed-off-by: Boyuan Feng <boyuan@meta.com> * [torch.compile] reorganize the cache directory to support compiling multiple models (vllm-project#19064) Signed-off-by: youkaichao <youkaichao@gmail.com> * [BugFix] Honor `enable_caching` in connector-delayed kvcache load case (vllm-project#19435) Signed-off-by: Nick Hill <nhill@redhat.com> * [Model] Fix minimax model cache & lm_head precision (vllm-project#19592) Signed-off-by: qingjun <qingjun@minimaxi.com> * [Refactor] Remove unused variables in `moe_permute_unpermute_kernel.inl` (vllm-project#19573) Signed-off-by: yewentao256 <zhyanwentao@126.com> * [doc][mkdocs] fix the duplicate Supported features sections in GPU docs (vllm-project#19606) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [CUDA] Enable full cudagraph for FlashMLA (vllm-project#18581) Signed-off-by: luka <luka@neuralmagic.com> * [Doc] Add troubleshooting section to k8s deployment (vllm-project#19377) Signed-off-by: Anna Pendleton <pendleton@google.com> * [torch.compile] Use custom ops when use_inductor=False (vllm-project#19618) * Adding "AMD: Multi-step Tests" to amdproduction. (vllm-project#19508) Signed-off-by: Yida Wu <yidawu@alumni.cmu.edu> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com> * [BugFix] Fix DP Coordinator incorrect debug log message (vllm-project#19624) Signed-off-by: Nick Hill <nhill@redhat.com> * [V1][Metrics] Deprecate metrics with gpu_ prefix for non GPU specific metrics. (vllm-project#18354) Signed-off-by: Saheli Bhattacharjee <saheli@krai.ai> * [Bugfix] Fix the speculative decoding test by setting the target dtype (vllm-project#19633) * [Misc] Modularize CLI Argument Parsing in Benchmark Scripts (vllm-project#19593) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Bugfix] Fix auto dtype casting for BatchFeature (vllm-project#19316) Signed-off-by: Isotr0py <2037008807@qq.com> Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn> * [Hardware][NVIDIA][kernel] Fp4 MOE quant kernel optimization (vllm-project#19500) * Only build CUTLASS MoE kernels on Hopper (vllm-project#19648) * [Bugfix] Don't attempt to use triton if no driver is active (vllm-project#19561) * [Fix] Convert kv_transfer_config from dict to KVTransferConfig (vllm-project#19262) * [Perf] Further tunings for SM100 FP8 CUTLASS kernel (vllm-project#19566) * [Bugfix][2/n] Fix speculative decoding CI - Fix test_ngram_e2e_greedy_correctness (vllm-project#19644) * [Kernel] Raise verbose error and consolidate `num_heads/num_kv_heads` divisibility check (vllm-project#19339) Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com> * [Benchmark] Refactor benchmark script for fp8 & int8 (vllm-project#19627) Signed-off-by: yewentao256 <zhyanwentao@126.com> * Enable prefix caching with full cuda graphs (vllm-project#19617) Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu> * [CI/Build] Fix torch nightly CI dependencies part 2 (vllm-project#19589) * [Misc] Remove duplicate multiproc method setting for CPU platform (vllm-project#19649) Signed-off-by: Isotr0py <2037008807@qq.com> * [MISC] Remove unused variableds in C++ (vllm-project#19609) Signed-off-by: Lu Fang <lufang@fb.com> * [Bugfix][Core] Prefix caching causes incorrect outputs due to outdated ComputedBlocksTracker (vllm-project#18957) Signed-off-by: 刘全 <quan.liu2@dbappsecurity.com.cn> Co-authored-by: 刘全 <quan.liu2@dbappsecurity.com.cn> * [Misc][Frontend] passthrough `bad_words` (vllm-project#19564) Signed-off-by: Francesco Bertolotti <francesco.bertolotti@igenius.ai> Co-authored-by: Francesco Bertolotti <francesco.bertolotti@igenius.ai> Co-authored-by: Aaron Pham <Aaronpham0103@gmail.com> * [Misc] Fix skipped max-model-len validation when deriving max model length from tokenizer config (vllm-project#19660) Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com> * [TPU] support attention head dim smaller than 128 (vllm-project#19620) Signed-off-by: Chengji Yao <chengjiyao@google.com> Co-authored-by: mgoin <mgoin64@gmail.com> * [MISC] typo fix (vllm-project#19672) Signed-off-by: Andy Xie <andy.xning@gmail.com> * [CI] Add mteb testing for rerank models (vllm-project#19344) * [Docs] Move multiproc doc to v1 dir (vllm-project#19651) Signed-off-by: Russell Bryant <rbryant@redhat.com> * [Kernel] GGUF MMVQ kernel for multiple input vectors (vllm-project#18754) Signed-off-by: SzymonOzog <szymon.ozog@gmail.com> * [BugFix] Don't catch BaseException when dumping execute_model errors (vllm-project#19626) Signed-off-by: Nick Hill <nhill@redhat.com> * [DOC] Add reasoning capability to vLLM streamlit code (vllm-project#19557) * [Feature]:Allow for Granite MoE Hybrid models with _only_ shared experts. (vllm-project#19652) Signed-off-by: Shawn Tan <shawntan@ibm.com> * [Bugfix] Fix TP inference for Flex attention backend (vllm-project#19657) Signed-off-by: Isotr0py <2037008807@qq.com> * [MISC] bump huggingface_hub pkg to 0.33.0 (vllm-project#19547) Signed-off-by: Andy Xie <andy.xning@gmail.com> * [Bugfix] fix missing 'finish_reason': null in streaming chat (vllm-project#19662) Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> * [Kernels] Use empty for modular MoE workspaces (vllm-project#19667) Signed-off-by: Bill Nell <bnell@redhat.com> * [Model] Add support for MiniMaxM1ForCausalLM (shares architecture with MiniMaxText01ForCausalLM) (vllm-project#19677) Signed-off-by: QscQ <qscqesze@gmail.com> * [V1] Change return type on get_multimodal_embeddings() (vllm-project#19446) Signed-off-by: Russell Bryant <rbryant@redhat.com> --------- Signed-off-by: youkaichao <youkaichao@gmail.com> Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> Signed-off-by: raushan <raushan@huggingface.co> Signed-off-by: Lu Fang <lufang@fb.com> Signed-off-by: nicklucche <nlucches@redhat.com> Signed-off-by: googs1025 <googs1025@gmail.com> Signed-off-by: simon-mo <simon.mo@hey.com> Signed-off-by: reidliu41 <reid201711@gmail.com> Signed-off-by: Varun <vsundarr@redhat.com> Signed-off-by: Yong Hoon Shin <yhshin@meta.com> Signed-off-by: mgoin <mgoin64@gmail.com> Signed-off-by: Chen Zhang <zhangch99@outlook.com> Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> Signed-off-by: Russell Bryant <rbryant@redhat.com> Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com> Signed-off-by: calvin chen <120380290@qq.com> Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu> Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com> Signed-off-by: Siyuan Liu <lsiyuan@google.com> Signed-off-by: Seiji Eicher <seiji@anyscale.com> Signed-off-by: Isotr0py <2037008807@qq.com> Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> Signed-off-by: 许文卿 <xwq391974@alibaba-inc.com> Signed-off-by: Jon Swenson <jmswen@gmail.com> Signed-off-by: Tyler Michael Smith <tysmith@redhat.com> Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com> Signed-off-by: Nick Hill <nhill@redhat.com> Signed-off-by: Yang Wang <elainewy@meta.com> Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com> Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com> Signed-off-by: Guillaume Calmettes <gcalmettes@scaleway.com> Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com> Signed-off-by: Chiyue Wei <chiyuew@nvidia.com> Signed-off-by: Povilas Kanapickas <povilas@radix.lt> Signed-off-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com> Signed-off-by: Jerry Zhang <jerryzh168@gmail.com> Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai> Signed-off-by: Chengji Yao <chengjiyao@google.com> Signed-off-by: Xu Song <xusong.vip@gmail.com> Signed-off-by: Aaron Pham <contact@aarnphm.xyz> Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com> Signed-off-by: rzou <zou3519@gmail.com> Signed-off-by: Siqi Yan <siqi@meta.com> Signed-off-by: Nishidha Panpaliya <nishidha.panpaliya@partner.ibm.com> Signed-off-by: Md. Shafi Hussain <Md.Shafi.Hussain@ibm.com> Signed-off-by: npanpaliya <nishidha.panpaliya@partner.ibm.com> Signed-off-by: Chenyaaang <chenyangli@google.com> Signed-off-by: Alexei V. Ivanov <alexei.ivanov@amd.com> Signed-off-by: ElizaWszola <ewszola@redhat.com> Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com> Signed-off-by: Qiliang Cui <derrhein@gmail.com> Signed-off-by: Aaruni Aggarwal <aaruniagg@gmail.com> Signed-off-by: drisspg <drisspguessous@gmail.com> Signed-off-by: Lifan Shen <lifans@meta.com> Signed-off-by: pramkuma <Pramendra.Kumar@amd.com> Signed-off-by: luka <luka@neuralmagic.com> Signed-off-by: Richard Zou <zou3519@gmail.com> Signed-off-by: Xu Wenqing <xuwq1993@qq.com> Signed-off-by: Akash Kaothalkar <akash.kaothalkar@ibm.com> Signed-off-by: yZhen <yZhen@fb.com> Signed-off-by: KsuParkhamchuk <k.parkhamchuk@gmail.com> Signed-off-by: cr7258 <chengzw258@163.com> Signed-off-by: Conroy Cheers <conroy@corncheese.org> Signed-off-by: windsonsea <haifeng.yao@daocloud.io> Signed-off-by: Yinghai Lu <yinghai@thinkingmachines.ai> Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn> Signed-off-by: Kyle Sayers <kylesayrs@gmail.com> Signed-off-by: liusiqian <liusiqian@tal.com> Signed-off-by: Pavani Majety <pmajety@nvidia.com> Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com> Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn> Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com> Signed-off-by: wangli <wangli858794774@gmail.com> Signed-off-by: Anna Pendleton <pendleton@google.com> Signed-off-by: Tsai, Louie <louie.tsai@intel.com> Signed-off-by: Yunqiu Guo <guorachel@meta.com> Signed-off-by: jiang.li <jiang1.li@intel.com> Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com> Signed-off-by: py-andy-c <pychen1017@gmail.com> Signed-off-by: niu_he <carlton2tang@gmail.com> Signed-off-by: Junhao Li <junhao@ubicloud.com> Signed-off-by: artetaout <lulala341@gmail.com> Signed-off-by: ximing.wxm <ximing.wxm@antgroup.com> Signed-off-by: Runzhen Wang <wangrunzhen@gmail.com> Signed-off-by: David Xia <david@davidxia.com> Signed-off-by: Bill Nell <bnell@redhat.com> Signed-off-by: Randall Smith <Randall.Smith@amd.com> Signed-off-by: Andy Xie <andy.xning@gmail.com> Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com> Signed-off-by: Brayden Zhong <b8zhong@uwaterloo.ca> Signed-off-by: strutive07 <strutive07@gmail.com> Signed-off-by: 2niuhe <carlton2tang@gmail.com> Signed-off-by: NickLucche <nlucches@redhat.com> Signed-off-by: yewentao256 <zhyanwentao@126.com> Signed-off-by: mobicham <hicham@mobiuslabs.com> Signed-off-by: Luka Govedič <lgovedic@redhat.com> Signed-off-by: qizixi <qizixi@meta.com> Signed-off-by: Zerohertz <ohg3417@gmail.com> Signed-off-by: jiang1.li <jiang1.li@intel.com> Signed-off-by: Boyuan Feng <boyuan@meta.com> Signed-off-by: qingjun <qingjun@minimaxi.com> Signed-off-by: Yida Wu <yidawu@alumni.cmu.edu> Signed-off-by: Saheli Bhattacharjee <saheli@krai.ai> Signed-off-by: 刘全 <quan.liu2@dbappsecurity.com.cn> Signed-off-by: Francesco Bertolotti <francesco.bertolotti@igenius.ai> Signed-off-by: SzymonOzog <szymon.ozog@gmail.com> Signed-off-by: Shawn Tan <shawntan@ibm.com> Signed-off-by: QscQ <qscqesze@gmail.com> Co-authored-by: youkaichao <youkaichao@gmail.com> Co-authored-by: Jee Jee Li <pandaleefree@gmail.com> Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> Co-authored-by: Raushan Turganbay <raushan.turganbay@alumni.nu.edu.kz> Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com> Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com> Co-authored-by: CYJiang <86391540+googs1025@users.noreply.github.com> Co-authored-by: Simon Mo <simon.mo@hey.com> Co-authored-by: SorenDreano <71752785+SorenDreano@users.noreply.github.com> Co-authored-by: Soren Dreano <soren@numind.ai> Co-authored-by: Reid <61492567+reidliu41@users.noreply.github.com> Co-authored-by: reidliu41 <reid201711@gmail.com> Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com> Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com> Co-authored-by: Yong Hoon Shin <48474650+sarckk@users.noreply.github.com> Co-authored-by: Michael Goin <mgoin64@gmail.com> Co-authored-by: Yikun Jiang <yikun@apache.org> Co-authored-by: Chen Zhang <zhangch99@outlook.com> Co-authored-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com> Co-authored-by: Chauncey <chaunceyjiang@gmail.com> Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com> Co-authored-by: Yan Ru Pei <yanrpei@gmail.com> Co-authored-by: Jiaxin Shan <seedjeffwan@gmail.com> Co-authored-by: Russell Bryant <rbryant@redhat.com> Co-authored-by: Mark McLoughlin <markmc@redhat.com> Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com> Co-authored-by: Li, Jiang <jiang1.li@intel.com> Co-authored-by: Lukas Geiger <lukas.geiger94@gmail.com> Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com> Co-authored-by: Calvin Chen <45745657+calvin0327@users.noreply.github.com> Co-authored-by: Kaixi Hou <kaixih@nvidia.com> Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu> Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com> Co-authored-by: Siyuan Liu <lsiyuan@google.com> Co-authored-by: Seiji Eicher <58963096+eicherseiji@users.noreply.github.com> Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn> Co-authored-by: wang.yuqi <noooop@126.com> Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk> Co-authored-by: Xu Wenqing <121550081+Xu-Wenqing@users.noreply.github.com> Co-authored-by: Lain <fusiyuan2000@hotmail.com> Co-authored-by: jmswen <jmswen@users.noreply.github.com> Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com> Co-authored-by: Kebe <mail@kebe7jun.com> Co-authored-by: Nick Hill <nhill@redhat.com> Co-authored-by: Yang Wang <elainewy@meta.com> Co-authored-by: Huy Do <huydhn@gmail.com> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com> Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com> Co-authored-by: Guillaume Calmettes <gcalmettes@scaleway.com> Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> Co-authored-by: Chiyue Wei <92623189+dubcyfor3@users.noreply.github.com> Co-authored-by: Chiyue Wei <chiyuew@nvidia.com> Co-authored-by: Povilas Kanapickas <povilas@radix.lt> Co-authored-by: Dipika Sikka <dipikasikka1@gmail.com> Co-authored-by: Luis Vega <vegaluisjose@users.noreply.github.com> Co-authored-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com> Co-authored-by: Jerry Zhang <jerryzh168@gmail.com> Co-authored-by: Benjamin Chislett <benjamin.chislett@centml.ai> Co-authored-by: Chengji Yao <chengjiyao@google.com> Co-authored-by: Xu Song <xusong.vip@gmail.com> Co-authored-by: Aaron Pham <contact@aarnphm.xyz> Co-authored-by: Jinghui Zhang <jinghuizhang0804@gmail.com> Co-authored-by: jinghui <jinghui@fb.com> Co-authored-by: Richard Zou <zou3519@users.noreply.github.com> Co-authored-by: Siqi Yan <ysq0807@hotmail.com> Co-authored-by: Siqi Yan <siqi@meta.com> Co-authored-by: Yu Guo <82124926+yuguo68@users.noreply.github.com> Co-authored-by: Nishidha <nishidha.panpaliya@partner.ibm.com> Co-authored-by: Md. Shafi Hussain <Md.Shafi.Hussain@ibm.com> Co-authored-by: Adolfo Victoria <adolfokarim@gmail.com> Co-authored-by: Adolfo Victoria <adovi@meta.com> Co-authored-by: Chenyaaang <42742451+Chenyaaang@users.noreply.github.com> Co-authored-by: Alexei-V-Ivanov-AMD <156011006+Alexei-V-Ivanov-AMD@users.noreply.github.com> Co-authored-by: ElizaWszola <ewszola@redhat.com> Co-authored-by: QiliangCui <derrhein@gmail.com> Co-authored-by: Aaruni Aggarwal <47731267+AaruniAggarwal@users.noreply.github.com> Co-authored-by: Driss Guessous <32754868+drisspg@users.noreply.github.com> Co-authored-by: Lifans <draftbks@gmail.com> Co-authored-by: pramenku <7664080+pramenku@users.noreply.github.com> Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com> Co-authored-by: Akash kaothalkar <61960177+Akashcodes732@users.noreply.github.com> Co-authored-by: Akash Kaothalkar <akash.kaothalkar@ibm.com> Co-authored-by: jennyyyyzhen <47012288+jennyyyyzhen@users.noreply.github.com> Co-authored-by: yZhen <yZhen@fb.com> Co-authored-by: Kseniya Parkhamchuk <43078183+KsuParkhamchuk@users.noreply.github.com> Co-authored-by: Se7en <chengzw258@163.com> Co-authored-by: Conroy Cheers <conroy@corncheese.org> Co-authored-by: Michael Yao <haifeng.yao@daocloud.io> Co-authored-by: Yinghai Lu <yinghai@thinkingmachines.ai> Co-authored-by: Kyle Sayers <kylesayrs@gmail.com> Co-authored-by: liusiqian-tal <141730978+liusiqian-tal@users.noreply.github.com> Co-authored-by: Pavani Majety <pmajety@nvidia.com> Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com> Co-authored-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn> Co-authored-by: XiongfeiWei <isaacwxf23@gmail.com> Co-authored-by: Li Wang <wangli858794774@gmail.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by: Anna Pendleton <pendleton@google.com> Co-authored-by: Louie Tsai <louie.tsai@intel.com> Co-authored-by: Li, Jiang <bigpyj64@gmail.com> Co-authored-by: Rachel Guo <35738743+YUNQIUGUO@users.noreply.github.com> Co-authored-by: Isotr0py <2037008807@qq.com> Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com> Co-authored-by: py-andy-c <37168711+py-andy-c@users.noreply.github.com> Co-authored-by: niu_he <carlton2tang@gmail.com> Co-authored-by: Junhao Li <junhao@ubicloud.com> Co-authored-by: leopardracer <136604165+leopardracer@users.noreply.github.com> Co-authored-by: artetaout <128046886+artetaout@users.noreply.github.com> Co-authored-by: Ximingwang-09 <72070413+Ximingwang-09@users.noreply.github.com> Co-authored-by: ximing.wxm <ximing.wxm@antgroup.com> Co-authored-by: runzhen <wangrunzhen@gmail.com> Co-authored-by: David Xia <david@davidxia.com> Co-authored-by: bnellnm <49004751+bnellnm@users.noreply.github.com> Co-authored-by: rasmith <Randall.Smith@amd.com> Co-authored-by: Ning Xie <andy.xning@gmail.com> Co-authored-by: Brayden Zhong <b8zhong@uwaterloo.ca> Co-authored-by: wonjun Jang <strutive07@gmail.com> Co-authored-by: Aaron Pham <Aaronpham0103@gmail.com> Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com> Co-authored-by: mobicham <37179323+mobicham@users.noreply.github.com> Co-authored-by: Sage Moore <sage@neuralmagic.com> Co-authored-by: kourosh hakhamaneshi <31483498+kouroshHakha@users.noreply.github.com> Co-authored-by: qizixi <22851944+zixi-qi@users.noreply.github.com> Co-authored-by: Hyogeun Oh (오효근) <ohg3417@gmail.com> Co-authored-by: Boyuan Feng <fby.1994@gmail.com> Co-authored-by: qscqesze <qingjun@minimaxi.com> Co-authored-by: Concurrensee <yida.wu@amd.com> Co-authored-by: Saheli Bhattacharjee <47847054+sahelib25@users.noreply.github.com> Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com> Co-authored-by: Konrad Zawora <kzawora@habana.ai> Co-authored-by: maobaolong <baoloongmao@tencent.com> Co-authored-by: Ilya Markov <markovilya197@gmail.com> Co-authored-by: quanliu <33453350+quanliu1991@users.noreply.github.com> Co-authored-by: 刘全 <quan.liu2@dbappsecurity.com.cn> Co-authored-by: Francesco Bertolotti <f14.bertolotti@gmail.com> Co-authored-by: Francesco Bertolotti <francesco.bertolotti@igenius.ai> Co-authored-by: Szymon Ożóg <58388001+SzymonOzog@users.noreply.github.com> Co-authored-by: Navanit Dubey <98005188+Navanit-git@users.noreply.github.com> Co-authored-by: Shawn Tan <shawntan@ibm.com> Co-authored-by: qscqesze <qscqesze@gmail.com>
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this pull request
Jun 16, 2025
* [Bugfix] disable processor cache (vllm-project#19068) Signed-off-by: raushan <raushan@huggingface.co> * [Doc] Improve the Pull Request template with key components (vllm-project#19086) Signed-off-by: Lu Fang <lufang@fb.com> * [Misc] Add missing `_Backend` enums (vllm-project#19081) Signed-off-by: nicklucche <nlucches@redhat.com> * [Misc] fix: add miss best_of param validation (vllm-project#18555) Signed-off-by: googs1025 <googs1025@gmail.com> * [Misc] Add SPDX-FileCopyrightText (vllm-project#19100) Signed-off-by: simon-mo <simon.mo@hey.com> * [Doc] Readme standardization (vllm-project#18695) Co-authored-by: Soren Dreano <soren@numind.ai> * [doc] update docker version (vllm-project#19074) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Kernel] DeepEP dispatch-combine kernel integration (vllm-project#18434) Signed-off-by: Varun <vsundarr@redhat.com> Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com> * [V1] Support cross-layer KV sharing (vllm-project#18212) Signed-off-by: Yong Hoon Shin <yhshin@meta.com> * [Perf] Tune `scaled_fp8_quant` by increasing vectorization (vllm-project#18844) Signed-off-by: mgoin <mgoin64@gmail.com> * Fix interaction between `Optional` and `Annotated` in CLI typing (vllm-project#19093) Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> Co-authored-by: Yikun Jiang <yikun@apache.org> * [v1] Re-init input batch for multiple kv cache groups (vllm-project#18654) Signed-off-by: Chen Zhang <zhangch99@outlook.com> * [V1][Spec Decode][Ngram] 1.35x gain -> 1.95x gain on InstructCoder with prompt fix (vllm-project#18971) * [Bugfix] get_num_blocks_to_allocate with null_block (vllm-project#19031) Signed-off-by: Chen Zhang <zhangch99@outlook.com> * [Bugfix]: Fix the incompatibility issue with tool_choice 'required' when Thinking is enabled (vllm-project#19075) Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> * [Bugfix][P/D] Fix Prefix Cache Bug (vllm-project#18411) Signed-off-by: nicklucche <nlucches@redhat.com> Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com> * [Bugfix] Max concurrency estimation and check_enough_kv_cache_memory for models with sliding window layers (vllm-project#19029) Signed-off-by: Chen Zhang <zhangch99@outlook.com> * feat: add data parallel rank to KVEventBatch (vllm-project#18925) * [Misc] Fix path and python alias errors in disagg_prefill exmaples (vllm-project#18919) * [Docs] Add developer doc about CI failures (vllm-project#18782) Signed-off-by: Russell Bryant <rbryant@redhat.com> Co-authored-by: Mark McLoughlin <markmc@redhat.com> Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com> * [CPU] V1 support for the CPU backend (vllm-project#16441) * [Core] Cast multimodal input in hf processor (vllm-project#18862) Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com> * [KERNEL] Sampler. CUDA kernel for applying repetition penalty (vllm-project#18437) * [Cleanup][v1]:remote guided-decoding-backend for example (vllm-project#19059) Signed-off-by: calvin chen <120380290@qq.com> * [NVIDIA] Add Cutlass MLA backend (vllm-project#17625) * [Bugfix] Fix FA3 full cuda graph correctness (vllm-project#19106) Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu> * Fix vllm-project#19130 (vllm-project#19132) Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com> * [TPU] Skip hanging tests (vllm-project#19115) Signed-off-by: Siyuan Liu <lsiyuan@google.com> * Fix ValueError: Missing value for tag key(s): model_name,engine. (vllm-project#19113) Signed-off-by: Seiji Eicher <seiji@anyscale.com> * [Misc] Add packages for benchmark as extra dependency (vllm-project#19089) Signed-off-by: Isotr0py <2037008807@qq.com> * Improve the output precision of embedding models (vllm-project#19092) * [CI/Build][Bugfix] Ensure compatibility with transformers 4.52 (vllm-project#18678) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * Add DeepSeek-R1-0528 function call chat template (vllm-project#18874) Signed-off-by: 许文卿 <xwq391974@alibaba-inc.com> * Sm100 blockwise fp8 swap ab (vllm-project#18564) * [Doc] Update V1 Guide for embedding models (vllm-project#19141) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * Allow AsyncLLMEngine.generate to target a specific DP rank (vllm-project#19102) Signed-off-by: Jon Swenson <jmswen@gmail.com> * [Bugfix][EP+DP] Fix internode check (vllm-project#19112) Signed-off-by: Tyler Michael Smith <tysmith@redhat.com> * [Perf] Tunings for SM100 FP8 CUTLASS kernel (vllm-project#18778) Signed-off-by: mgoin <mgoin64@gmail.com> * [TPU] Update dynamo dump file name in compilation test (vllm-project#19108) Signed-off-by: Siyuan Liu <lsiyuan@google.com> * [Bugfix] fix v1 cpu worker fails on macOS (vllm-project#19121) * [Kernel] Integrate batched/masked deepgemm kernel (vllm-project#19111) Signed-off-by: Varun <vsundarr@redhat.com> Co-authored-by: Varun <vsundarr@redhat.com> * [Misc] refactor: simplify EngineCoreClient.make_async_mp_client in AsyncLLM (vllm-project#18817) Signed-off-by: googs1025 <googs1025@gmail.com> * [P/D] Heterogeneous TP (vllm-project#18833) Signed-off-by: nicklucche <nlucches@redhat.com> * [doc] small fix (vllm-project#19167) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Bugfix][Nixl] Fix full prefix cache hit bug (vllm-project#18632) Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com> Signed-off-by: Nick Hill <nhill@redhat.com> Co-authored-by: Nick Hill <nhill@redhat.com> * [Bugfix] Fix port handling in make_zmq_path (vllm-project#19117) * [Torch Nightly]add missing dependency (vllm-project#18770) Signed-off-by: Yang Wang <elainewy@meta.com> * Handle non-serializable objects when dumping benchmark results (vllm-project#19114) * [BugFix][Minor] Fix full cuda graph bug when max_num_seqs < 512 (vllm-project#19171) Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu> * [Bugfix]: Fix the incompatibility issue with stream when Thinking is disabled (vllm-project#19135) Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> * [Build] Annotate wheel and container path for release workflow (vllm-project#19162) Signed-off-by: simon-mo <simon.mo@hey.com> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> * [Misc] Remove unnecessary fallback to prefill-decode attention (vllm-project#19138) Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com> * [Misc] Do not override NCCL_CUMEM_ENABLE if set explicitly (vllm-project#19105) Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com> * [Frontend] improve vllm run-batch --help display (vllm-project#19187) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Bugfix] properly catch PIL-related errors for vision models when incorrect data urls are provided (vllm-project#19202) Signed-off-by: Guillaume Calmettes <gcalmettes@scaleway.com> * [mistral_common] Add v11 tokenizer (vllm-project#19193) Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com> * Add H20-3e fused MoE kernel tuning configs for DeepSeek-R1/V3 (vllm-project#19205) * [Hardware][NVIDIA] FP4 MoE kernel optimization (vllm-project#19110) Signed-off-by: Chiyue Wei <chiyuew@nvidia.com> Co-authored-by: Chiyue Wei <chiyuew@nvidia.com> * [MISC][Bugfix] Use less CPU when message queue has been empty for some time (vllm-project#16226) Signed-off-by: Povilas Kanapickas <povilas@radix.lt> * [P/D][NixlConnector] Enable FlashInfer backend (vllm-project#19090) * [Quantization] Skip Fp4 Test for `compressed-tensors` (vllm-project#19217) * [V1] Use FlashInfer by default on Blackwell GPUs (vllm-project#19118) * [Model] NemotronH support (vllm-project#18863) Signed-off-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com> Co-authored-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com> * Fix AOPerModuleConfig name changes (vllm-project#18869) Signed-off-by: Jerry Zhang <jerryzh168@gmail.com> * [Bugfix] Fix EAGLE vocab embedding construction for Llama 70B (vllm-project#19033) Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai> * [v1] Hybrid Memory Allocator (vllm-project#17996) Signed-off-by: Chen Zhang <zhangch99@outlook.com> * [TPU] update torch_xla pin (vllm-project#19231) Signed-off-by: Chengji Yao <chengjiyao@google.com> * Support allowed_token_ids in ChatCompletionRequest (vllm-project#19143) Signed-off-by: Xu Song <xusong.vip@gmail.com> * [Chore] update CODEOWNERS (vllm-project#19247) Signed-off-by: Aaron Pham <contact@aarnphm.xyz> * [v1][P/D] Fix a edge case in kv cache schedule (vllm-project#19182) Co-authored-by: jinghui <jinghui@fb.com> * [TPU] fix kv cache dtype in model runner (vllm-project#19244) Signed-off-by: Chengji Yao <chengjiyao@google.com> * [Quantization] Bump compressed-tensors version; update NVFP4A16 test model (vllm-project#19224) Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com> * [Docs] Improve V1 KVConnector interface documentation (vllm-project#19172) Signed-off-by: Nick Hill <nhill@redhat.com> * Fix CompilationConfig repr (vllm-project#19091) Signed-off-by: rzou <zou3519@gmail.com> * Unit Test for run_dp_sharded_vision_model (vllm-project#19103) Signed-off-by: Siqi Yan <siqi@meta.com> Co-authored-by: Siqi Yan <siqi@meta.com> * [Model] Optimize nemotron_h implementation (vllm-project#19249) Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> * [Core] Raise when non-multi-instance DP clients target a DP rank (vllm-project#19227) Signed-off-by: Jon Swenson <jmswen@gmail.com> * improve logits bias (vllm-project#19041) * Fixed ppc build when it runs on non-RHEL based linux distros (vllm-project#18422) Signed-off-by: Nishidha Panpaliya <nishidha.panpaliya@partner.ibm.com> Signed-off-by: Md. Shafi Hussain <Md.Shafi.Hussain@ibm.com> Signed-off-by: npanpaliya <nishidha.panpaliya@partner.ibm.com> Co-authored-by: Md. Shafi Hussain <Md.Shafi.Hussain@ibm.com> * [BugFix] Fix MultiConnector test after HMA changes (vllm-project#19291) Signed-off-by: Nick Hill <nhill@redhat.com> * [Bugfix][Core] Update cancellation logic in `generate()` to handle Generator exits (vllm-project#19225) Co-authored-by: Adolfo Victoria <adovi@meta.com> * [Core] Fix abrupt request abort (vllm-project#18485) Signed-off-by: nicklucche <nlucches@redhat.com> Signed-off-by: Nick Hill <nhill@redhat.com> Co-authored-by: Nick Hill <nhill@redhat.com> * [BugFix] Fix tpu_model_runner block_id concatenation (vllm-project#19228) Signed-off-by: Nick Hill <nhill@redhat.com> * [Misc][Tools][Benchmark] Fix and improve auto tune script (vllm-project#19163) Signed-off-by: Chenyaaang <chenyangli@google.com> * [Build][ROCm] Update Dockerfile.rocm (vllm-project#19296) Signed-off-by: Alexei V. Ivanov <alexei.ivanov@amd.com> * [Easy][Test] Simplify test_function_tool_use with multiple parametrizes (vllm-project#19269) Signed-off-by: Lu Fang <lufang@fb.com> * [Kernel] Integrate CUTLASS MoE kernel with PPLX (vllm-project#18762) Signed-off-by: ElizaWszola <ewszola@redhat.com> Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com> Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com> * [TPU][Test] Add script to run benchmark on TPU for buildkite (vllm-project#19039) Signed-off-by: Qiliang Cui <derrhein@gmail.com> * [CI][PowerPC] Use a more appropriate way to select testcase in tests/models/language/pooling/test_embedding.py (vllm-project#19253) Signed-off-by: Aaruni Aggarwal <aaruniagg@gmail.com> * Add FlexAttention to V1 (vllm-project#16078) Signed-off-by: drisspg <drisspguessous@gmail.com> * [Misc] refactor context extension (vllm-project#19246) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [CI/Build] Improve Llama GGUF test robustness (vllm-project#19287) Signed-off-by: Isotr0py <2037008807@qq.com> * [Nit][Benchmark]Fix example in benchmark_serving_structured_output.py (vllm-project#19311) Signed-off-by: Lifan Shen <lifans@meta.com> * [AMD] Update compatible packaging version (vllm-project#19309) Signed-off-by: pramkuma <Pramendra.Kumar@amd.com> * [BugFix][V1] Fix memory profiling bug (vllm-project#18974) Signed-off-by: luka <luka@neuralmagic.com> * [Bugfix]: Fix TypeError: 'float' object cannot be interpreted as an integer (vllm-project#19283) Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> * [Bugfix] Re-enable use_cudagraph in vLLM v1 (vllm-project#19299) Signed-off-by: Richard Zou <zou3519@gmail.com> * [Misc] Change tests/compile to use VLLM_V1 by default (vllm-project#19302) Signed-off-by: rzou <zou3519@gmail.com> * Add H20-3e fused MoE kernel tuning configs for Qwen3-235B-A22B (vllm-project#19315) Signed-off-by: Xu Wenqing <xuwq1993@qq.com> * [Hardware][POWER] Add IBM POWER11 Support to CPU Extension Detection (vllm-project#19082) Signed-off-by: Akash Kaothalkar <akash.kaothalkar@ibm.com> Co-authored-by: Akash Kaothalkar <akash.kaothalkar@ibm.com> * [Quantization] Add compressed-tensors NVFP4 support (vllm-project#18312) * [Multi Modal] Add an env var for message queue max chunk bytes (vllm-project#19242) Signed-off-by: yZhen <yZhen@fb.com> Co-authored-by: yZhen <yZhen@fb.com> * [Bugfix] model_max_length should consider max_model_len in tokenizer_config (vllm-project#19201) * [Deprecation] Remove `inputs` arg fallback in Engine classes (vllm-project#18799) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * [Misc] Add documentation update reminder to PR template (vllm-project#19289) Signed-off-by: Isotr0py <2037008807@qq.com> * [Frontend] Remove unreachable code from llm.py (vllm-project#19288) Signed-off-by: KsuParkhamchuk <k.parkhamchuk@gmail.com> * [Misc] Cleanup compilation tests (vllm-project#19343) Signed-off-by: rzou <zou3519@gmail.com> * [doc] improve ci doc (vllm-project#19307) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Doc] Fix description in the Automatic Prefix Caching design doc (vllm-project#19333) Signed-off-by: cr7258 <chengzw258@163.com> * [CI/Build] Fix LoRA test (vllm-project#19350) Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> * [Fix] Allow kernel compilation for CUDA capability 8.7 (vllm-project#19328) Signed-off-by: Conroy Cheers <conroy@corncheese.org> * [CI] Introduce rules for llama auto-label (vllm-project#19323) Signed-off-by: Lu Fang <lufang@fb.com> * [Docs] Fix a bullet list in usage/security.md (vllm-project#19358) Signed-off-by: windsonsea <haifeng.yao@daocloud.io> * [full_graph] Fix query_start_loc padding (vllm-project#19321) Signed-off-by: Yinghai Lu <yinghai@thinkingmachines.ai> * [v1] Add fp32 support to v1 engine through flex attn (vllm-project#19319) Signed-off-by: Isotr0py <2037008807@qq.com> Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn> * [Misc] Fixes and Optimizations for DeepEP + DeepGEMM combination. (vllm-project#19298) Signed-off-by: Varun <vsundarr@redhat.com> Co-authored-by: Varun <vsundarr@redhat.com> * [Bugfix][Core] Prevent token lengths exceeding `max_model_len` in V0 (vllm-project#19348) Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com> * [Quantization] Bump compressed-tensors version (vllm-project#19295) Signed-off-by: Kyle Sayers <kylesayrs@gmail.com> * [Frontend] Make TIMEOUT_KEEP_ALIVE configurable through env var (vllm-project#18472) Signed-off-by: liusiqian <liusiqian@tal.com> * [TPU]Fix KV cache sharing tests (vllm-project#19371) * [HOT-FIX] Add `kv_sharing_target_layer_name` argument to cutlass_mla backend (vllm-project#19374) Signed-off-by: Pavani Majety <pmajety@nvidia.com> * [Misc] Fix a config typo in disable_hybrid_kv_cache_manager configuration (vllm-project#19383) Signed-off-by: Siyuan Liu <lsiyuan@google.com> * [V1] Reuse V0's memory_profiling util for gpu worker memory profiling (vllm-project#19312) Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com> * [Bugfix] Fix benchmark_moe.py (vllm-project#19016) Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn> * Use xla flag to improve the quantized model performance (vllm-project#19303) Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com> * Fix docs/mkdocs/hooks/remove_announcement.py (vllm-project#19382) * [Frontend] Add tqdm_leave_pbar to control progress bar visibility (vllm-project#19357) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Core] Use tuple for kv cache group block ids (vllm-project#19175) Signed-off-by: Nick Hill <nhill@redhat.com> * [Bugfix] Fix modelscope token passed in (vllm-project#19389) Signed-off-by: wangli <wangli858794774@gmail.com> Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> Co-authored-by: Jee Jee Li <pandaleefree@gmail.com> * [Core] Batch multi modal input using pinned memory (vllm-project#19169) Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com> * Add security warning to bug report template (vllm-project#19365) Signed-off-by: Russell Bryant <rbryant@redhat.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * [Misc] refactor neuron_multimodal and profiling (vllm-project#19397) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * Add clear documentation around the impact of debugging flag (vllm-project#19369) Signed-off-by: Anna Pendleton <pendleton@google.com> * Automatically bind CPU OMP Threads of a rank to CPU ids of a NUMA node. (vllm-project#17930) Signed-off-by: Tsai, Louie <louie.tsai@intel.com> Co-authored-by: Li, Jiang <bigpyj64@gmail.com> * Revert "[v1] Add fp32 support to v1 engine through flex attn" (vllm-project#19404) * [BugFix][FlashInfer] Fix attention backend interface mismatch with unexpected keyword `use_irope` (vllm-project#19134) Signed-off-by: Yunqiu Guo <guorachel@meta.com> * [BugFix][CPU] Fix CPU CI by ignore collecting test_pixtral (vllm-project#19411) Signed-off-by: jiang.li <jiang1.li@intel.com> * Simplify ep kernels installation (vllm-project#19412) Signed-off-by: youkaichao <youkaichao@gmail.com> * [Misc] Slight improvement of the BNB (vllm-project#19418) Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> Co-authored-by: Isotr0py <2037008807@qq.com> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> * [Docs] Note that alternative structured output backends are supported (vllm-project#19426) Signed-off-by: Russell Bryant <rbryant@redhat.com> * [ROCm][V1] Adding ROCm to the list of plaforms using V1 by default (vllm-project#19440) Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com> * [Model] use AutoWeightsLoader for commandr (vllm-project#19399) Signed-off-by: py-andy-c <pychen1017@gmail.com> * Add H20-3e fused MoE kernel tuning configs for Qwen3-235B-A22B-FP8 (vllm-project#19401) Signed-off-by: 许文卿 <xwq391974@alibaba-inc.com> * [BugFix] Allow use_cudagraph to work with dynamic VLLM_USE_V1 (vllm-project#19390) Signed-off-by: rzou <zou3519@gmail.com> * [New Model]: Support Qwen3 Embedding & Reranker (vllm-project#19260) * [BugFix] Fix docker build cpu-dev image error (vllm-project#19394) Signed-off-by: niu_he <carlton2tang@gmail.com> * Fix test_max_model_len in tests/entrypoints/llm/test_generate.py (vllm-project#19451) Signed-off-by: Lu Fang <lufang@fb.com> * [CI] Disable failing GGUF model test (vllm-project#19454) Signed-off-by: mgoin <mgoin64@gmail.com> * [Misc] Remove unused `MultiModalHasher.hash_prompt_mm_data` (vllm-project#19422) Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com> * Add fused MOE config for Qwen3 30B A3B on B200 (vllm-project#19455) Signed-off-by: Junhao Li <junhao@ubicloud.com> * Fix Typo in Documentation and Function Name (vllm-project#19442) * [ROCm] Add rules to automatically label ROCm related PRs (vllm-project#19405) Signed-off-by: Lu Fang <lufang@fb.com> * [Kernel] Support deep_gemm for linear methods (vllm-project#19085) Signed-off-by: artetaout <lulala341@gmail.com> * [Doc] Update V1 User Guide for Hardware and Models (vllm-project#19474) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * [Doc] Fix quantization link titles (vllm-project#19478) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * [Doc] Support "important" and "announcement" admonitions (vllm-project#19479) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * [Misc] Reduce warning message introduced in env_override (vllm-project#19476) Signed-off-by: Lu Fang <lufang@fb.com> * Support non-string values in JSON keys from CLI (vllm-project#19471) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * Add cache to cuda get_device_capability (vllm-project#19436) Signed-off-by: mgoin <mgoin64@gmail.com> * Fix some typo (vllm-project#19475) Signed-off-by: ximing.wxm <ximing.wxm@antgroup.com> Co-authored-by: ximing.wxm <ximing.wxm@antgroup.com> * Support no privileged mode on CPU for docker and kubernetes deployments (vllm-project#19241) Signed-off-by: Tsai, Louie <louie.tsai@intel.com> * [Bugfix] Update the example code, make it work with the latest lmcache (vllm-project#19453) Signed-off-by: Runzhen Wang <wangrunzhen@gmail.com> * [CI] Update FlashInfer to 0.2.6.post1 (vllm-project#19297) Signed-off-by: mgoin <mgoin64@gmail.com> * [doc] fix "Other AI accelerators" getting started page (vllm-project#19457) Signed-off-by: David Xia <david@davidxia.com> * [Misc] Fix misleading ROCm warning (vllm-project#19486) Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> * [Docs] Remove WIP features in V1 guide (vllm-project#19498) Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu> * [Kernels] Add activation chunking logic to FusedMoEModularKernel (vllm-project#19168) Signed-off-by: Bill Nell <bnell@redhat.com> * [AMD] [Quantization] Add override flag for attention dtype instead of using kv_cache_dtype trigger (vllm-project#17331) Signed-off-by: Randall Smith <Randall.Smith@amd.com> * [UX] Add Feedback During CUDAGraph Capture (vllm-project#19501) Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com> * [CI/Build] Fix torch nightly CI dependencies (vllm-project#19505) Signed-off-by: Richard Zou <zou3519@gmail.com> * [CI] change spell checker from codespell to typos (vllm-project#18711) Signed-off-by: Andy Xie <andy.xning@gmail.com> * [BugFix] Force registration of w8a8_block_fp8_matmul_deepgemm via lazy import (vllm-project#19514) Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com> Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com> * Add Triton Fused MoE kernel config for E=16 on B200 (vllm-project#19518) Signed-off-by: Brayden Zhong <b8zhong@uwaterloo.ca> * [Frontend] Improve error message in tool_choice validation (vllm-project#19239) Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com> * [BugFix] Work-around incremental detokenization edge case error (vllm-project#19449) Signed-off-by: Nick Hill <nhill@redhat.com> * [BugFix] Handle missing sep_token for Qwen3-Reranker in Score API (vllm-project#19522) Signed-off-by: strutive07 <strutive07@gmail.com> * [AMD][Kernel][BugFix] fix test_rocm_compressed_tensors_w8a8 for rocm (vllm-project#19509) Signed-off-by: Randall Smith <Randall.Smith@amd.com> * Fix typo (vllm-project#19525) Signed-off-by: 2niuhe <carlton2tang@gmail.com> * [Security] Prevent new imports of (cloud)pickle (vllm-project#18018) Signed-off-by: Russell Bryant <rbryant@redhat.com> Co-authored-by: Aaron Pham <Aaronpham0103@gmail.com> * [Bugfix][V1] Allow manual FlashAttention for Blackwell (vllm-project#19492) Signed-off-by: mgoin <mgoin64@gmail.com> * [Bugfix] Respect num-gpu-blocks-override in v1 (vllm-project#19503) Signed-off-by: Jon Swenson <jmswen@gmail.com> * [Quantization] Improve AWQ logic (vllm-project#19431) Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> * [Doc] Add V1 column to supported models list (vllm-project#19523) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * [V1][NixlConnector] Drop `num_blocks` check (vllm-project#19532) Signed-off-by: NickLucche <nlucches@redhat.com> * [Perf] Vectorize static / dynamic INT8 quant kernels (vllm-project#19233) Signed-off-by: yewentao256 <zhyanwentao@126.com> * Fix TorchAOConfig skip layers (vllm-project#19265) Signed-off-by: mobicham <hicham@mobiuslabs.com> * [torch.compile][ROCm] Fuse quantization onto attention using a torch.compile pass (vllm-project#16756) Signed-off-by: Luka Govedič <lgovedic@redhat.com> Co-authored-by: Sage Moore <sage@neuralmagic.com> * [doc] Make top navigation sticky (vllm-project#19540) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Spec Decode][Benchmark] Generalize spec decode offline benchmark to more methods and datasets (vllm-project#18847) * [Misc] Turn MOE_DP_CHUNK_SIZE into an env var (vllm-project#19506) * [Bugfix] Enforce contiguous input for dynamic_per_token FP8/INT8 quant (vllm-project#19452) Signed-off-by: mgoin <mgoin64@gmail.com> * [Doc] Unify structured outputs examples (vllm-project#18196) Signed-off-by: Aaron Pham <contact@aarnphm.xyz> * [V1] Resolve failed concurrent structured output requests (vllm-project#19565) Signed-off-by: Russell Bryant <rbryant@redhat.com> * Revert "[Build/CI] Add tracing deps to vllm container image (vllm-project#15224)" (vllm-project#19378) * [BugFix] : Fix Batched DeepGemm Experts (vllm-project#19515) Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com> Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com> * [Bugfix] Fix EAGLE vocab embedding for multimodal target model (vllm-project#19570) Signed-off-by: qizixi <qizixi@meta.com> * [Doc] uses absolute links for structured outputs (vllm-project#19582) Signed-off-by: Aaron Pham <contact@aarnphm.xyz> * [doc] fix incorrect link (vllm-project#19586) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Misc] Correct broken docs link (vllm-project#19553) Signed-off-by: Zerohertz <ohg3417@gmail.com> * [CPU] Refine default config for the CPU backend (vllm-project#19539) Signed-off-by: jiang1.li <jiang1.li@intel.com> * [Fix] bump mistral common to support magistral (vllm-project#19533) Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com> * [Fix] The zip function in Python 3.9 does not have the strict argument (vllm-project#19549) Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com> * use base version for version comparison (vllm-project#19587) Signed-off-by: Boyuan Feng <boyuan@meta.com> * [torch.compile] reorganize the cache directory to support compiling multiple models (vllm-project#19064) Signed-off-by: youkaichao <youkaichao@gmail.com> * [BugFix] Honor `enable_caching` in connector-delayed kvcache load case (vllm-project#19435) Signed-off-by: Nick Hill <nhill@redhat.com> * [Model] Fix minimax model cache & lm_head precision (vllm-project#19592) Signed-off-by: qingjun <qingjun@minimaxi.com> * [Refactor] Remove unused variables in `moe_permute_unpermute_kernel.inl` (vllm-project#19573) Signed-off-by: yewentao256 <zhyanwentao@126.com> * [doc][mkdocs] fix the duplicate Supported features sections in GPU docs (vllm-project#19606) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [CUDA] Enable full cudagraph for FlashMLA (vllm-project#18581) Signed-off-by: luka <luka@neuralmagic.com> * [Doc] Add troubleshooting section to k8s deployment (vllm-project#19377) Signed-off-by: Anna Pendleton <pendleton@google.com> * [torch.compile] Use custom ops when use_inductor=False (vllm-project#19618) * Adding "AMD: Multi-step Tests" to amdproduction. (vllm-project#19508) Signed-off-by: Yida Wu <yidawu@alumni.cmu.edu> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com> * [BugFix] Fix DP Coordinator incorrect debug log message (vllm-project#19624) Signed-off-by: Nick Hill <nhill@redhat.com> * [V1][Metrics] Deprecate metrics with gpu_ prefix for non GPU specific metrics. (vllm-project#18354) Signed-off-by: Saheli Bhattacharjee <saheli@krai.ai> * [Bugfix] Fix the speculative decoding test by setting the target dtype (vllm-project#19633) * [Misc] Modularize CLI Argument Parsing in Benchmark Scripts (vllm-project#19593) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Bugfix] Fix auto dtype casting for BatchFeature (vllm-project#19316) Signed-off-by: Isotr0py <2037008807@qq.com> Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn> * [Hardware][NVIDIA][kernel] Fp4 MOE quant kernel optimization (vllm-project#19500) * Only build CUTLASS MoE kernels on Hopper (vllm-project#19648) * [Bugfix] Don't attempt to use triton if no driver is active (vllm-project#19561) * [Fix] Convert kv_transfer_config from dict to KVTransferConfig (vllm-project#19262) * [Perf] Further tunings for SM100 FP8 CUTLASS kernel (vllm-project#19566) * [Bugfix][2/n] Fix speculative decoding CI - Fix test_ngram_e2e_greedy_correctness (vllm-project#19644) * [Kernel] Raise verbose error and consolidate `num_heads/num_kv_heads` divisibility check (vllm-project#19339) Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com> * [Benchmark] Refactor benchmark script for fp8 & int8 (vllm-project#19627) Signed-off-by: yewentao256 <zhyanwentao@126.com> * Enable prefix caching with full cuda graphs (vllm-project#19617) Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu> * [CI/Build] Fix torch nightly CI dependencies part 2 (vllm-project#19589) * [Misc] Remove duplicate multiproc method setting for CPU platform (vllm-project#19649) Signed-off-by: Isotr0py <2037008807@qq.com> * [MISC] Remove unused variableds in C++ (vllm-project#19609) Signed-off-by: Lu Fang <lufang@fb.com> * [Bugfix][Core] Prefix caching causes incorrect outputs due to outdated ComputedBlocksTracker (vllm-project#18957) Signed-off-by: 刘全 <quan.liu2@dbappsecurity.com.cn> Co-authored-by: 刘全 <quan.liu2@dbappsecurity.com.cn> * [Misc][Frontend] passthrough `bad_words` (vllm-project#19564) Signed-off-by: Francesco Bertolotti <francesco.bertolotti@igenius.ai> Co-authored-by: Francesco Bertolotti <francesco.bertolotti@igenius.ai> Co-authored-by: Aaron Pham <Aaronpham0103@gmail.com> * [Misc] Fix skipped max-model-len validation when deriving max model length from tokenizer config (vllm-project#19660) Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com> * [TPU] support attention head dim smaller than 128 (vllm-project#19620) Signed-off-by: Chengji Yao <chengjiyao@google.com> Co-authored-by: mgoin <mgoin64@gmail.com> * [MISC] typo fix (vllm-project#19672) Signed-off-by: Andy Xie <andy.xning@gmail.com> * [CI] Add mteb testing for rerank models (vllm-project#19344) * [Docs] Move multiproc doc to v1 dir (vllm-project#19651) Signed-off-by: Russell Bryant <rbryant@redhat.com> * [Kernel] GGUF MMVQ kernel for multiple input vectors (vllm-project#18754) Signed-off-by: SzymonOzog <szymon.ozog@gmail.com> * [BugFix] Don't catch BaseException when dumping execute_model errors (vllm-project#19626) Signed-off-by: Nick Hill <nhill@redhat.com> * [DOC] Add reasoning capability to vLLM streamlit code (vllm-project#19557) * [Feature]:Allow for Granite MoE Hybrid models with _only_ shared experts. (vllm-project#19652) Signed-off-by: Shawn Tan <shawntan@ibm.com> * [Bugfix] Fix TP inference for Flex attention backend (vllm-project#19657) Signed-off-by: Isotr0py <2037008807@qq.com> * [MISC] bump huggingface_hub pkg to 0.33.0 (vllm-project#19547) Signed-off-by: Andy Xie <andy.xning@gmail.com> * [Bugfix] fix missing 'finish_reason': null in streaming chat (vllm-project#19662) Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> * [Kernels] Use empty for modular MoE workspaces (vllm-project#19667) Signed-off-by: Bill Nell <bnell@redhat.com> * [Model] Add support for MiniMaxM1ForCausalLM (shares architecture with MiniMaxText01ForCausalLM) (vllm-project#19677) Signed-off-by: QscQ <qscqesze@gmail.com> * [V1] Change return type on get_multimodal_embeddings() (vllm-project#19446) Signed-off-by: Russell Bryant <rbryant@redhat.com> * fix Signed-off-by: Amog Kamsetty <amogkamsetty@gmail.com> * remove logging Signed-off-by: Amog Kamsetty <amogkamsetty@gmail.com> --------- Signed-off-by: raushan <raushan@huggingface.co> Signed-off-by: Lu Fang <lufang@fb.com> Signed-off-by: nicklucche <nlucches@redhat.com> Signed-off-by: googs1025 <googs1025@gmail.com> Signed-off-by: simon-mo <simon.mo@hey.com> Signed-off-by: reidliu41 <reid201711@gmail.com> Signed-off-by: Varun <vsundarr@redhat.com> Signed-off-by: Yong Hoon Shin <yhshin@meta.com> Signed-off-by: mgoin <mgoin64@gmail.com> Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> Signed-off-by: Chen Zhang <zhangch99@outlook.com> Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> Signed-off-by: Russell Bryant <rbryant@redhat.com> Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com> Signed-off-by: calvin chen <120380290@qq.com> Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu> Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com> Signed-off-by: Siyuan Liu <lsiyuan@google.com> Signed-off-by: Seiji Eicher <seiji@anyscale.com> Signed-off-by: Isotr0py <2037008807@qq.com> Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> Signed-off-by: 许文卿 <xwq391974@alibaba-inc.com> Signed-off-by: Jon Swenson <jmswen@gmail.com> Signed-off-by: Tyler Michael Smith <tysmith@redhat.com> Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com> Signed-off-by: Nick Hill <nhill@redhat.com> Signed-off-by: Yang Wang <elainewy@meta.com> Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com> Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com> Signed-off-by: Guillaume Calmettes <gcalmettes@scaleway.com> Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com> Signed-off-by: Chiyue Wei <chiyuew@nvidia.com> Signed-off-by: Povilas Kanapickas <povilas@radix.lt> Signed-off-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com> Signed-off-by: Jerry Zhang <jerryzh168@gmail.com> Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai> Signed-off-by: Chengji Yao <chengjiyao@google.com> Signed-off-by: Xu Song <xusong.vip@gmail.com> Signed-off-by: Aaron Pham <contact@aarnphm.xyz> Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com> Signed-off-by: rzou <zou3519@gmail.com> Signed-off-by: Siqi Yan <siqi@meta.com> Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> Signed-off-by: Nishidha Panpaliya <nishidha.panpaliya@partner.ibm.com> Signed-off-by: Md. Shafi Hussain <Md.Shafi.Hussain@ibm.com> Signed-off-by: npanpaliya <nishidha.panpaliya@partner.ibm.com> Signed-off-by: Chenyaaang <chenyangli@google.com> Signed-off-by: Alexei V. Ivanov <alexei.ivanov@amd.com> Signed-off-by: ElizaWszola <ewszola@redhat.com> Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com> Signed-off-by: Qiliang Cui <derrhein@gmail.com> Signed-off-by: Aaruni Aggarwal <aaruniagg@gmail.com> Signed-off-by: drisspg <drisspguessous@gmail.com> Signed-off-by: Lifan Shen <lifans@meta.com> Signed-off-by: pramkuma <Pramendra.Kumar@amd.com> Signed-off-by: luka <luka@neuralmagic.com> Signed-off-by: Richard Zou <zou3519@gmail.com> Signed-off-by: Xu Wenqing <xuwq1993@qq.com> Signed-off-by: Akash Kaothalkar <akash.kaothalkar@ibm.com> Signed-off-by: yZhen <yZhen@fb.com> Signed-off-by: KsuParkhamchuk <k.parkhamchuk@gmail.com> Signed-off-by: cr7258 <chengzw258@163.com> Signed-off-by: Conroy Cheers <conroy@corncheese.org> Signed-off-by: windsonsea <haifeng.yao@daocloud.io> Signed-off-by: Yinghai Lu <yinghai@thinkingmachines.ai> Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn> Signed-off-by: Kyle Sayers <kylesayrs@gmail.com> Signed-off-by: liusiqian <liusiqian@tal.com> Signed-off-by: Pavani Majety <pmajety@nvidia.com> Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com> Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn> Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com> Signed-off-by: wangli <wangli858794774@gmail.com> Signed-off-by: Anna Pendleton <pendleton@google.com> Signed-off-by: Tsai, Louie <louie.tsai@intel.com> Signed-off-by: Yunqiu Guo <guorachel@meta.com> Signed-off-by: jiang.li <jiang1.li@intel.com> Signed-off-by: youkaichao <youkaichao@gmail.com> Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com> Signed-off-by: py-andy-c <pychen1017@gmail.com> Signed-off-by: niu_he <carlton2tang@gmail.com> Signed-off-by: Junhao Li <junhao@ubicloud.com> Signed-off-by: artetaout <lulala341@gmail.com> Signed-off-by: ximing.wxm <ximing.wxm@antgroup.com> Signed-off-by: Runzhen Wang <wangrunzhen@gmail.com> Signed-off-by: David Xia <david@davidxia.com> Signed-off-by: Bill Nell <bnell@redhat.com> Signed-off-by: Randall Smith <Randall.Smith@amd.com> Signed-off-by: Andy Xie <andy.xning@gmail.com> Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com> Signed-off-by: Brayden Zhong <b8zhong@uwaterloo.ca> Signed-off-by: strutive07 <strutive07@gmail.com> Signed-off-by: 2niuhe <carlton2tang@gmail.com> Signed-off-by: NickLucche <nlucches@redhat.com> Signed-off-by: yewentao256 <zhyanwentao@126.com> Signed-off-by: mobicham <hicham@mobiuslabs.com> Signed-off-by: Luka Govedič <lgovedic@redhat.com> Signed-off-by: qizixi <qizixi@meta.com> Signed-off-by: Zerohertz <ohg3417@gmail.com> Signed-off-by: jiang1.li <jiang1.li@intel.com> Signed-off-by: Boyuan Feng <boyuan@meta.com> Signed-off-by: qingjun <qingjun@minimaxi.com> Signed-off-by: Yida Wu <yidawu@alumni.cmu.edu> Signed-off-by: Saheli Bhattacharjee <saheli@krai.ai> Signed-off-by: 刘全 <quan.liu2@dbappsecurity.com.cn> Signed-off-by: Francesco Bertolotti <francesco.bertolotti@igenius.ai> Signed-off-by: SzymonOzog <szymon.ozog@gmail.com> Signed-off-by: Shawn Tan <shawntan@ibm.com> Signed-off-by: QscQ <qscqesze@gmail.com> Signed-off-by: Amog Kamsetty <amogkamsetty@gmail.com> Co-authored-by: Raushan Turganbay <raushan.turganbay@alumni.nu.edu.kz> Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com> Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com> Co-authored-by: CYJiang <86391540+googs1025@users.noreply.github.com> Co-authored-by: Simon Mo <simon.mo@hey.com> Co-authored-by: SorenDreano <71752785+SorenDreano@users.noreply.github.com> Co-authored-by: Soren Dreano <soren@numind.ai> Co-authored-by: Reid <61492567+reidliu41@users.noreply.github.com> Co-authored-by: reidliu41 <reid201711@gmail.com> Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com> Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com> Co-authored-by: Yong Hoon Shin <48474650+sarckk@users.noreply.github.com> Co-authored-by: Michael Goin <mgoin64@gmail.com> Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> Co-authored-by: Yikun Jiang <yikun@apache.org> Co-authored-by: Chen Zhang <zhangch99@outlook.com> Co-authored-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com> Co-authored-by: Chauncey <chaunceyjiang@gmail.com> Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com> Co-authored-by: Yan Ru Pei <yanrpei@gmail.com> Co-authored-by: Jiaxin Shan <seedjeffwan@gmail.com> Co-authored-by: Russell Bryant <rbryant@redhat.com> Co-authored-by: Mark McLoughlin <markmc@redhat.com> Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com> Co-authored-by: Li, Jiang <jiang1.li@intel.com> Co-authored-by: Lukas Geiger <lukas.geiger94@gmail.com> Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com> Co-authored-by: Calvin Chen <45745657+calvin0327@users.noreply.github.com> Co-authored-by: Kaixi Hou <kaixih@nvidia.com> Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu> Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com> Co-authored-by: Siyuan Liu <lsiyuan@google.com> Co-authored-by: Seiji Eicher <58963096+eicherseiji@users.noreply.github.com> Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn> Co-authored-by: wang.yuqi <noooop@126.com> Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk> Co-authored-by: Xu Wenqing <121550081+Xu-Wenqing@users.noreply.github.com> Co-authored-by: Lain <fusiyuan2000@hotmail.com> Co-authored-by: jmswen <jmswen@users.noreply.github.com> Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com> Co-authored-by: Kebe <mail@kebe7jun.com> Co-authored-by: Nick Hill <nhill@redhat.com> Co-authored-by: Yang Wang <elainewy@meta.com> Co-authored-by: Huy Do <huydhn@gmail.com> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com> Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com> Co-authored-by: Guillaume Calmettes <gcalmettes@scaleway.com> Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> Co-authored-by: Chiyue Wei <92623189+dubcyfor3@users.noreply.github.com> Co-authored-by: Chiyue Wei <chiyuew@nvidia.com> Co-authored-by: Povilas Kanapickas <povilas@radix.lt> Co-authored-by: Dipika Sikka <dipikasikka1@gmail.com> Co-authored-by: Luis Vega <vegaluisjose@users.noreply.github.com> Co-authored-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com> Co-authored-by: Jerry Zhang <jerryzh168@gmail.com> Co-authored-by: Benjamin Chislett <benjamin.chislett@centml.ai> Co-authored-by: Chengji Yao <chengjiyao@google.com> Co-authored-by: Xu Song <xusong.vip@gmail.com> Co-authored-by: Aaron Pham <contact@aarnphm.xyz> Co-authored-by: Jinghui Zhang <jinghuizhang0804@gmail.com> Co-authored-by: jinghui <jinghui@fb.com> Co-authored-by: Richard Zou <zou3519@users.noreply.github.com> Co-authored-by: Siqi Yan <ysq0807@hotmail.com> Co-authored-by: Siqi Yan <siqi@meta.com> Co-authored-by: Jee Jee Li <pandaleefree@gmail.com> Co-authored-by: Yu Guo <82124926+yuguo68@users.noreply.github.com> Co-authored-by: Nishidha <nishidha.panpaliya@partner.ibm.com> Co-authored-by: Md. Shafi Hussain <Md.Shafi.Hussain@ibm.com> Co-authored-by: Adolfo Victoria <adolfokarim@gmail.com> Co-authored-by: Adolfo Victoria <adovi@meta.com> Co-authored-by: Chenyaaang <42742451+Chenyaaang@users.noreply.github.com> Co-authored-by: Alexei-V-Ivanov-AMD <156011006+Alexei-V-Ivanov-AMD@users.noreply.github.com> Co-authored-by: ElizaWszola <ewszola@redhat.com> Co-authored-by: QiliangCui <derrhein@gmail.com> Co-authored-by: Aaruni Aggarwal <47731267+AaruniAggarwal@users.noreply.github.com> Co-authored-by: Driss Guessous <32754868+drisspg@users.noreply.github.com> Co-authored-by: Lifans <draftbks@gmail.com> Co-authored-by: pramenku <7664080+pramenku@users.noreply.github.com> Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com> Co-authored-by: Akash kaothalkar <61960177+Akashcodes732@users.noreply.github.com> Co-authored-by: Akash Kaothalkar <akash.kaothalkar@ibm.com> Co-authored-by: jennyyyyzhen <47012288+jennyyyyzhen@users.noreply.github.com> Co-authored-by: yZhen <yZhen@fb.com> Co-authored-by: Kseniya Parkhamchuk <43078183+KsuParkhamchuk@users.noreply.github.com> Co-authored-by: Se7en <chengzw258@163.com> Co-authored-by: Conroy Cheers <conroy@corncheese.org> Co-authored-by: Michael Yao <haifeng.yao@daocloud.io> Co-authored-by: Yinghai Lu <yinghai@thinkingmachines.ai> Co-authored-by: Kyle Sayers <kylesayrs@gmail.com> Co-authored-by: liusiqian-tal <141730978+liusiqian-tal@users.noreply.github.com> Co-authored-by: Pavani Majety <pmajety@nvidia.com> Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com> Co-authored-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn> Co-authored-by: XiongfeiWei <isaacwxf23@gmail.com> Co-authored-by: Li Wang <wangli858794774@gmail.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by: Anna Pendleton <pendleton@google.com> Co-authored-by: Louie Tsai <louie.tsai@intel.com> Co-authored-by: Li, Jiang <bigpyj64@gmail.com> Co-authored-by: Rachel Guo <35738743+YUNQIUGUO@users.noreply.github.com> Co-authored-by: youkaichao <youkaichao@gmail.com> Co-authored-by: Isotr0py <2037008807@qq.com> Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com> Co-authored-by: py-andy-c <37168711+py-andy-c@users.noreply.github.com> Co-authored-by: niu_he <carlton2tang@gmail.com> Co-authored-by: Junhao Li <junhao@ubicloud.com> Co-authored-by: leopardracer <136604165+leopardracer@users.noreply.github.com> Co-authored-by: artetaout <128046886+artetaout@users.noreply.github.com> Co-authored-by: Ximingwang-09 <72070413+Ximingwang-09@users.noreply.github.com> Co-authored-by: ximing.wxm <ximing.wxm@antgroup.com> Co-authored-by: runzhen <wangrunzhen@gmail.com> Co-authored-by: David Xia <david@davidxia.com> Co-authored-by: bnellnm <49004751+bnellnm@users.noreply.github.com> Co-authored-by: rasmith <Randall.Smith@amd.com> Co-authored-by: Ning Xie <andy.xning@gmail.com> Co-authored-by: Brayden Zhong <b8zhong@uwaterloo.ca> Co-authored-by: wonjun Jang <strutive07@gmail.com> Co-authored-by: Aaron Pham <Aaronpham0103@gmail.com> Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com> Co-authored-by: mobicham <37179323+mobicham@users.noreply.github.com> Co-authored-by: Sage Moore <sage@neuralmagic.com> Co-authored-by: kourosh hakhamaneshi <31483498+kouroshHakha@users.noreply.github.com> Co-authored-by: qizixi <22851944+zixi-qi@users.noreply.github.com> Co-authored-by: Hyogeun Oh (오효근) <ohg3417@gmail.com> Co-authored-by: Boyuan Feng <fby.1994@gmail.com> Co-authored-by: qscqesze <qingjun@minimaxi.com> Co-authored-by: Concurrensee <yida.wu@amd.com> Co-authored-by: Saheli Bhattacharjee <47847054+sahelib25@users.noreply.github.com> Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com> Co-authored-by: Konrad Zawora <kzawora@habana.ai> Co-authored-by: maobaolong <baoloongmao@tencent.com> Co-authored-by: Ilya Markov <markovilya197@gmail.com> Co-authored-by: quanliu <33453350+quanliu1991@users.noreply.github.com> Co-authored-by: 刘全 <quan.liu2@dbappsecurity.com.cn> Co-authored-by: Francesco Bertolotti <f14.bertolotti@gmail.com> Co-authored-by: Francesco Bertolotti <francesco.bertolotti@igenius.ai> Co-authored-by: Szymon Ożóg <58388001+SzymonOzog@users.noreply.github.com> Co-authored-by: Navanit Dubey <98005188+Navanit-git@users.noreply.github.com> Co-authored-by: Shawn Tan <shawntan@ibm.com> Co-authored-by: qscqesze <qscqesze@gmail.com>
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* [Bugfix] disable processor cache (vllm-project#19068) Signed-off-by: raushan <raushan@huggingface.co> * [Doc] Improve the Pull Request template with key components (vllm-project#19086) Signed-off-by: Lu Fang <lufang@fb.com> * [Misc] Add missing `_Backend` enums (vllm-project#19081) Signed-off-by: nicklucche <nlucches@redhat.com> * [Misc] fix: add miss best_of param validation (vllm-project#18555) Signed-off-by: googs1025 <googs1025@gmail.com> * [Misc] Add SPDX-FileCopyrightText (vllm-project#19100) Signed-off-by: simon-mo <simon.mo@hey.com> * [Doc] Readme standardization (vllm-project#18695) Co-authored-by: Soren Dreano <soren@numind.ai> * [doc] update docker version (vllm-project#19074) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Kernel] DeepEP dispatch-combine kernel integration (vllm-project#18434) Signed-off-by: Varun <vsundarr@redhat.com> Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com> * [V1] Support cross-layer KV sharing (vllm-project#18212) Signed-off-by: Yong Hoon Shin <yhshin@meta.com> * [Perf] Tune `scaled_fp8_quant` by increasing vectorization (vllm-project#18844) Signed-off-by: mgoin <mgoin64@gmail.com> * Fix interaction between `Optional` and `Annotated` in CLI typing (vllm-project#19093) Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> Co-authored-by: Yikun Jiang <yikun@apache.org> * [v1] Re-init input batch for multiple kv cache groups (vllm-project#18654) Signed-off-by: Chen Zhang <zhangch99@outlook.com> * [V1][Spec Decode][Ngram] 1.35x gain -> 1.95x gain on InstructCoder with prompt fix (vllm-project#18971) * [Bugfix] get_num_blocks_to_allocate with null_block (vllm-project#19031) Signed-off-by: Chen Zhang <zhangch99@outlook.com> * [Bugfix]: Fix the incompatibility issue with tool_choice 'required' when Thinking is enabled (vllm-project#19075) Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> * [Bugfix][P/D] Fix Prefix Cache Bug (vllm-project#18411) Signed-off-by: nicklucche <nlucches@redhat.com> Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com> * [Bugfix] Max concurrency estimation and check_enough_kv_cache_memory for models with sliding window layers (vllm-project#19029) Signed-off-by: Chen Zhang <zhangch99@outlook.com> * feat: add data parallel rank to KVEventBatch (vllm-project#18925) * [Misc] Fix path and python alias errors in disagg_prefill exmaples (vllm-project#18919) * [Docs] Add developer doc about CI failures (vllm-project#18782) Signed-off-by: Russell Bryant <rbryant@redhat.com> Co-authored-by: Mark McLoughlin <markmc@redhat.com> Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com> * [CPU] V1 support for the CPU backend (vllm-project#16441) * [Core] Cast multimodal input in hf processor (vllm-project#18862) Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com> * [KERNEL] Sampler. CUDA kernel for applying repetition penalty (vllm-project#18437) * [Cleanup][v1]:remote guided-decoding-backend for example (vllm-project#19059) Signed-off-by: calvin chen <120380290@qq.com> * [NVIDIA] Add Cutlass MLA backend (vllm-project#17625) * [Bugfix] Fix FA3 full cuda graph correctness (vllm-project#19106) Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu> * Fix vllm-project#19130 (vllm-project#19132) Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com> * [TPU] Skip hanging tests (vllm-project#19115) Signed-off-by: Siyuan Liu <lsiyuan@google.com> * Fix ValueError: Missing value for tag key(s): model_name,engine. (vllm-project#19113) Signed-off-by: Seiji Eicher <seiji@anyscale.com> * [Misc] Add packages for benchmark as extra dependency (vllm-project#19089) Signed-off-by: Isotr0py <2037008807@qq.com> * Improve the output precision of embedding models (vllm-project#19092) * [CI/Build][Bugfix] Ensure compatibility with transformers 4.52 (vllm-project#18678) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * Add DeepSeek-R1-0528 function call chat template (vllm-project#18874) Signed-off-by: 许文卿 <xwq391974@alibaba-inc.com> * Sm100 blockwise fp8 swap ab (vllm-project#18564) * [Doc] Update V1 Guide for embedding models (vllm-project#19141) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * Allow AsyncLLMEngine.generate to target a specific DP rank (vllm-project#19102) Signed-off-by: Jon Swenson <jmswen@gmail.com> * [Bugfix][EP+DP] Fix internode check (vllm-project#19112) Signed-off-by: Tyler Michael Smith <tysmith@redhat.com> * [Perf] Tunings for SM100 FP8 CUTLASS kernel (vllm-project#18778) Signed-off-by: mgoin <mgoin64@gmail.com> * [TPU] Update dynamo dump file name in compilation test (vllm-project#19108) Signed-off-by: Siyuan Liu <lsiyuan@google.com> * [Bugfix] fix v1 cpu worker fails on macOS (vllm-project#19121) * [Kernel] Integrate batched/masked deepgemm kernel (vllm-project#19111) Signed-off-by: Varun <vsundarr@redhat.com> Co-authored-by: Varun <vsundarr@redhat.com> * [Misc] refactor: simplify EngineCoreClient.make_async_mp_client in AsyncLLM (vllm-project#18817) Signed-off-by: googs1025 <googs1025@gmail.com> * [P/D] Heterogeneous TP (vllm-project#18833) Signed-off-by: nicklucche <nlucches@redhat.com> * [doc] small fix (vllm-project#19167) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Bugfix][Nixl] Fix full prefix cache hit bug (vllm-project#18632) Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com> Signed-off-by: Nick Hill <nhill@redhat.com> Co-authored-by: Nick Hill <nhill@redhat.com> * [Bugfix] Fix port handling in make_zmq_path (vllm-project#19117) * [Torch Nightly]add missing dependency (vllm-project#18770) Signed-off-by: Yang Wang <elainewy@meta.com> * Handle non-serializable objects when dumping benchmark results (vllm-project#19114) * [BugFix][Minor] Fix full cuda graph bug when max_num_seqs < 512 (vllm-project#19171) Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu> * [Bugfix]: Fix the incompatibility issue with stream when Thinking is disabled (vllm-project#19135) Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> * [Build] Annotate wheel and container path for release workflow (vllm-project#19162) Signed-off-by: simon-mo <simon.mo@hey.com> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> * [Misc] Remove unnecessary fallback to prefill-decode attention (vllm-project#19138) Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com> * [Misc] Do not override NCCL_CUMEM_ENABLE if set explicitly (vllm-project#19105) Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com> * [Frontend] improve vllm run-batch --help display (vllm-project#19187) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Bugfix] properly catch PIL-related errors for vision models when incorrect data urls are provided (vllm-project#19202) Signed-off-by: Guillaume Calmettes <gcalmettes@scaleway.com> * [mistral_common] Add v11 tokenizer (vllm-project#19193) Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com> * Add H20-3e fused MoE kernel tuning configs for DeepSeek-R1/V3 (vllm-project#19205) * [Hardware][NVIDIA] FP4 MoE kernel optimization (vllm-project#19110) Signed-off-by: Chiyue Wei <chiyuew@nvidia.com> Co-authored-by: Chiyue Wei <chiyuew@nvidia.com> * [MISC][Bugfix] Use less CPU when message queue has been empty for some time (vllm-project#16226) Signed-off-by: Povilas Kanapickas <povilas@radix.lt> * [P/D][NixlConnector] Enable FlashInfer backend (vllm-project#19090) * [Quantization] Skip Fp4 Test for `compressed-tensors` (vllm-project#19217) * [V1] Use FlashInfer by default on Blackwell GPUs (vllm-project#19118) * [Model] NemotronH support (vllm-project#18863) Signed-off-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com> Co-authored-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com> * Fix AOPerModuleConfig name changes (vllm-project#18869) Signed-off-by: Jerry Zhang <jerryzh168@gmail.com> * [Bugfix] Fix EAGLE vocab embedding construction for Llama 70B (vllm-project#19033) Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai> * [v1] Hybrid Memory Allocator (vllm-project#17996) Signed-off-by: Chen Zhang <zhangch99@outlook.com> * [TPU] update torch_xla pin (vllm-project#19231) Signed-off-by: Chengji Yao <chengjiyao@google.com> * Support allowed_token_ids in ChatCompletionRequest (vllm-project#19143) Signed-off-by: Xu Song <xusong.vip@gmail.com> * [Chore] update CODEOWNERS (vllm-project#19247) Signed-off-by: Aaron Pham <contact@aarnphm.xyz> * [v1][P/D] Fix a edge case in kv cache schedule (vllm-project#19182) Co-authored-by: jinghui <jinghui@fb.com> * [TPU] fix kv cache dtype in model runner (vllm-project#19244) Signed-off-by: Chengji Yao <chengjiyao@google.com> * [Quantization] Bump compressed-tensors version; update NVFP4A16 test model (vllm-project#19224) Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com> * [Docs] Improve V1 KVConnector interface documentation (vllm-project#19172) Signed-off-by: Nick Hill <nhill@redhat.com> * Fix CompilationConfig repr (vllm-project#19091) Signed-off-by: rzou <zou3519@gmail.com> * Unit Test for run_dp_sharded_vision_model (vllm-project#19103) Signed-off-by: Siqi Yan <siqi@meta.com> Co-authored-by: Siqi Yan <siqi@meta.com> * [Model] Optimize nemotron_h implementation (vllm-project#19249) Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> * [Core] Raise when non-multi-instance DP clients target a DP rank (vllm-project#19227) Signed-off-by: Jon Swenson <jmswen@gmail.com> * improve logits bias (vllm-project#19041) * Fixed ppc build when it runs on non-RHEL based linux distros (vllm-project#18422) Signed-off-by: Nishidha Panpaliya <nishidha.panpaliya@partner.ibm.com> Signed-off-by: Md. Shafi Hussain <Md.Shafi.Hussain@ibm.com> Signed-off-by: npanpaliya <nishidha.panpaliya@partner.ibm.com> Co-authored-by: Md. Shafi Hussain <Md.Shafi.Hussain@ibm.com> * [BugFix] Fix MultiConnector test after HMA changes (vllm-project#19291) Signed-off-by: Nick Hill <nhill@redhat.com> * [Bugfix][Core] Update cancellation logic in `generate()` to handle Generator exits (vllm-project#19225) Co-authored-by: Adolfo Victoria <adovi@meta.com> * [Core] Fix abrupt request abort (vllm-project#18485) Signed-off-by: nicklucche <nlucches@redhat.com> Signed-off-by: Nick Hill <nhill@redhat.com> Co-authored-by: Nick Hill <nhill@redhat.com> * [BugFix] Fix tpu_model_runner block_id concatenation (vllm-project#19228) Signed-off-by: Nick Hill <nhill@redhat.com> * [Misc][Tools][Benchmark] Fix and improve auto tune script (vllm-project#19163) Signed-off-by: Chenyaaang <chenyangli@google.com> * [Build][ROCm] Update Dockerfile.rocm (vllm-project#19296) Signed-off-by: Alexei V. Ivanov <alexei.ivanov@amd.com> * [Easy][Test] Simplify test_function_tool_use with multiple parametrizes (vllm-project#19269) Signed-off-by: Lu Fang <lufang@fb.com> * [Kernel] Integrate CUTLASS MoE kernel with PPLX (vllm-project#18762) Signed-off-by: ElizaWszola <ewszola@redhat.com> Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com> Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com> * [TPU][Test] Add script to run benchmark on TPU for buildkite (vllm-project#19039) Signed-off-by: Qiliang Cui <derrhein@gmail.com> * [CI][PowerPC] Use a more appropriate way to select testcase in tests/models/language/pooling/test_embedding.py (vllm-project#19253) Signed-off-by: Aaruni Aggarwal <aaruniagg@gmail.com> * Add FlexAttention to V1 (vllm-project#16078) Signed-off-by: drisspg <drisspguessous@gmail.com> * [Misc] refactor context extension (vllm-project#19246) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [CI/Build] Improve Llama GGUF test robustness (vllm-project#19287) Signed-off-by: Isotr0py <2037008807@qq.com> * [Nit][Benchmark]Fix example in benchmark_serving_structured_output.py (vllm-project#19311) Signed-off-by: Lifan Shen <lifans@meta.com> * [AMD] Update compatible packaging version (vllm-project#19309) Signed-off-by: pramkuma <Pramendra.Kumar@amd.com> * [BugFix][V1] Fix memory profiling bug (vllm-project#18974) Signed-off-by: luka <luka@neuralmagic.com> * [Bugfix]: Fix TypeError: 'float' object cannot be interpreted as an integer (vllm-project#19283) Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> * [Bugfix] Re-enable use_cudagraph in vLLM v1 (vllm-project#19299) Signed-off-by: Richard Zou <zou3519@gmail.com> * [Misc] Change tests/compile to use VLLM_V1 by default (vllm-project#19302) Signed-off-by: rzou <zou3519@gmail.com> * Add H20-3e fused MoE kernel tuning configs for Qwen3-235B-A22B (vllm-project#19315) Signed-off-by: Xu Wenqing <xuwq1993@qq.com> * [Hardware][POWER] Add IBM POWER11 Support to CPU Extension Detection (vllm-project#19082) Signed-off-by: Akash Kaothalkar <akash.kaothalkar@ibm.com> Co-authored-by: Akash Kaothalkar <akash.kaothalkar@ibm.com> * [Quantization] Add compressed-tensors NVFP4 support (vllm-project#18312) * [Multi Modal] Add an env var for message queue max chunk bytes (vllm-project#19242) Signed-off-by: yZhen <yZhen@fb.com> Co-authored-by: yZhen <yZhen@fb.com> * [Bugfix] model_max_length should consider max_model_len in tokenizer_config (vllm-project#19201) * [Deprecation] Remove `inputs` arg fallback in Engine classes (vllm-project#18799) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * [Misc] Add documentation update reminder to PR template (vllm-project#19289) Signed-off-by: Isotr0py <2037008807@qq.com> * [Frontend] Remove unreachable code from llm.py (vllm-project#19288) Signed-off-by: KsuParkhamchuk <k.parkhamchuk@gmail.com> * [Misc] Cleanup compilation tests (vllm-project#19343) Signed-off-by: rzou <zou3519@gmail.com> * [doc] improve ci doc (vllm-project#19307) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Doc] Fix description in the Automatic Prefix Caching design doc (vllm-project#19333) Signed-off-by: cr7258 <chengzw258@163.com> * [CI/Build] Fix LoRA test (vllm-project#19350) Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> * [Fix] Allow kernel compilation for CUDA capability 8.7 (vllm-project#19328) Signed-off-by: Conroy Cheers <conroy@corncheese.org> * [CI] Introduce rules for llama auto-label (vllm-project#19323) Signed-off-by: Lu Fang <lufang@fb.com> * [Docs] Fix a bullet list in usage/security.md (vllm-project#19358) Signed-off-by: windsonsea <haifeng.yao@daocloud.io> * [full_graph] Fix query_start_loc padding (vllm-project#19321) Signed-off-by: Yinghai Lu <yinghai@thinkingmachines.ai> * [v1] Add fp32 support to v1 engine through flex attn (vllm-project#19319) Signed-off-by: Isotr0py <2037008807@qq.com> Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn> * [Misc] Fixes and Optimizations for DeepEP + DeepGEMM combination. (vllm-project#19298) Signed-off-by: Varun <vsundarr@redhat.com> Co-authored-by: Varun <vsundarr@redhat.com> * [Bugfix][Core] Prevent token lengths exceeding `max_model_len` in V0 (vllm-project#19348) Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com> * [Quantization] Bump compressed-tensors version (vllm-project#19295) Signed-off-by: Kyle Sayers <kylesayrs@gmail.com> * [Frontend] Make TIMEOUT_KEEP_ALIVE configurable through env var (vllm-project#18472) Signed-off-by: liusiqian <liusiqian@tal.com> * [TPU]Fix KV cache sharing tests (vllm-project#19371) * [HOT-FIX] Add `kv_sharing_target_layer_name` argument to cutlass_mla backend (vllm-project#19374) Signed-off-by: Pavani Majety <pmajety@nvidia.com> * [Misc] Fix a config typo in disable_hybrid_kv_cache_manager configuration (vllm-project#19383) Signed-off-by: Siyuan Liu <lsiyuan@google.com> * [V1] Reuse V0's memory_profiling util for gpu worker memory profiling (vllm-project#19312) Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com> * [Bugfix] Fix benchmark_moe.py (vllm-project#19016) Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn> * Use xla flag to improve the quantized model performance (vllm-project#19303) Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com> * Fix docs/mkdocs/hooks/remove_announcement.py (vllm-project#19382) * [Frontend] Add tqdm_leave_pbar to control progress bar visibility (vllm-project#19357) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Core] Use tuple for kv cache group block ids (vllm-project#19175) Signed-off-by: Nick Hill <nhill@redhat.com> * [Bugfix] Fix modelscope token passed in (vllm-project#19389) Signed-off-by: wangli <wangli858794774@gmail.com> Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> Co-authored-by: Jee Jee Li <pandaleefree@gmail.com> * [Core] Batch multi modal input using pinned memory (vllm-project#19169) Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com> * Add security warning to bug report template (vllm-project#19365) Signed-off-by: Russell Bryant <rbryant@redhat.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * [Misc] refactor neuron_multimodal and profiling (vllm-project#19397) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * Add clear documentation around the impact of debugging flag (vllm-project#19369) Signed-off-by: Anna Pendleton <pendleton@google.com> * Automatically bind CPU OMP Threads of a rank to CPU ids of a NUMA node. (vllm-project#17930) Signed-off-by: Tsai, Louie <louie.tsai@intel.com> Co-authored-by: Li, Jiang <bigpyj64@gmail.com> * Revert "[v1] Add fp32 support to v1 engine through flex attn" (vllm-project#19404) * [BugFix][FlashInfer] Fix attention backend interface mismatch with unexpected keyword `use_irope` (vllm-project#19134) Signed-off-by: Yunqiu Guo <guorachel@meta.com> * [BugFix][CPU] Fix CPU CI by ignore collecting test_pixtral (vllm-project#19411) Signed-off-by: jiang.li <jiang1.li@intel.com> * Simplify ep kernels installation (vllm-project#19412) Signed-off-by: youkaichao <youkaichao@gmail.com> * [Misc] Slight improvement of the BNB (vllm-project#19418) Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> Co-authored-by: Isotr0py <2037008807@qq.com> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> * [Docs] Note that alternative structured output backends are supported (vllm-project#19426) Signed-off-by: Russell Bryant <rbryant@redhat.com> * [ROCm][V1] Adding ROCm to the list of plaforms using V1 by default (vllm-project#19440) Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com> * [Model] use AutoWeightsLoader for commandr (vllm-project#19399) Signed-off-by: py-andy-c <pychen1017@gmail.com> * Add H20-3e fused MoE kernel tuning configs for Qwen3-235B-A22B-FP8 (vllm-project#19401) Signed-off-by: 许文卿 <xwq391974@alibaba-inc.com> * [BugFix] Allow use_cudagraph to work with dynamic VLLM_USE_V1 (vllm-project#19390) Signed-off-by: rzou <zou3519@gmail.com> * [New Model]: Support Qwen3 Embedding & Reranker (vllm-project#19260) * [BugFix] Fix docker build cpu-dev image error (vllm-project#19394) Signed-off-by: niu_he <carlton2tang@gmail.com> * Fix test_max_model_len in tests/entrypoints/llm/test_generate.py (vllm-project#19451) Signed-off-by: Lu Fang <lufang@fb.com> * [CI] Disable failing GGUF model test (vllm-project#19454) Signed-off-by: mgoin <mgoin64@gmail.com> * [Misc] Remove unused `MultiModalHasher.hash_prompt_mm_data` (vllm-project#19422) Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com> * Add fused MOE config for Qwen3 30B A3B on B200 (vllm-project#19455) Signed-off-by: Junhao Li <junhao@ubicloud.com> * Fix Typo in Documentation and Function Name (vllm-project#19442) * [ROCm] Add rules to automatically label ROCm related PRs (vllm-project#19405) Signed-off-by: Lu Fang <lufang@fb.com> * [Kernel] Support deep_gemm for linear methods (vllm-project#19085) Signed-off-by: artetaout <lulala341@gmail.com> * [Doc] Update V1 User Guide for Hardware and Models (vllm-project#19474) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * [Doc] Fix quantization link titles (vllm-project#19478) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * [Doc] Support "important" and "announcement" admonitions (vllm-project#19479) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * [Misc] Reduce warning message introduced in env_override (vllm-project#19476) Signed-off-by: Lu Fang <lufang@fb.com> * Support non-string values in JSON keys from CLI (vllm-project#19471) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * Add cache to cuda get_device_capability (vllm-project#19436) Signed-off-by: mgoin <mgoin64@gmail.com> * Fix some typo (vllm-project#19475) Signed-off-by: ximing.wxm <ximing.wxm@antgroup.com> Co-authored-by: ximing.wxm <ximing.wxm@antgroup.com> * Support no privileged mode on CPU for docker and kubernetes deployments (vllm-project#19241) Signed-off-by: Tsai, Louie <louie.tsai@intel.com> * [Bugfix] Update the example code, make it work with the latest lmcache (vllm-project#19453) Signed-off-by: Runzhen Wang <wangrunzhen@gmail.com> * [CI] Update FlashInfer to 0.2.6.post1 (vllm-project#19297) Signed-off-by: mgoin <mgoin64@gmail.com> * [doc] fix "Other AI accelerators" getting started page (vllm-project#19457) Signed-off-by: David Xia <david@davidxia.com> * [Misc] Fix misleading ROCm warning (vllm-project#19486) Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> * [Docs] Remove WIP features in V1 guide (vllm-project#19498) Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu> * [Kernels] Add activation chunking logic to FusedMoEModularKernel (vllm-project#19168) Signed-off-by: Bill Nell <bnell@redhat.com> * [AMD] [Quantization] Add override flag for attention dtype instead of using kv_cache_dtype trigger (vllm-project#17331) Signed-off-by: Randall Smith <Randall.Smith@amd.com> * [UX] Add Feedback During CUDAGraph Capture (vllm-project#19501) Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com> * [CI/Build] Fix torch nightly CI dependencies (vllm-project#19505) Signed-off-by: Richard Zou <zou3519@gmail.com> * [CI] change spell checker from codespell to typos (vllm-project#18711) Signed-off-by: Andy Xie <andy.xning@gmail.com> * [BugFix] Force registration of w8a8_block_fp8_matmul_deepgemm via lazy import (vllm-project#19514) Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com> Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com> * Add Triton Fused MoE kernel config for E=16 on B200 (vllm-project#19518) Signed-off-by: Brayden Zhong <b8zhong@uwaterloo.ca> * [Frontend] Improve error message in tool_choice validation (vllm-project#19239) Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com> * [BugFix] Work-around incremental detokenization edge case error (vllm-project#19449) Signed-off-by: Nick Hill <nhill@redhat.com> * [BugFix] Handle missing sep_token for Qwen3-Reranker in Score API (vllm-project#19522) Signed-off-by: strutive07 <strutive07@gmail.com> * [AMD][Kernel][BugFix] fix test_rocm_compressed_tensors_w8a8 for rocm (vllm-project#19509) Signed-off-by: Randall Smith <Randall.Smith@amd.com> * Fix typo (vllm-project#19525) Signed-off-by: 2niuhe <carlton2tang@gmail.com> * [Security] Prevent new imports of (cloud)pickle (vllm-project#18018) Signed-off-by: Russell Bryant <rbryant@redhat.com> Co-authored-by: Aaron Pham <Aaronpham0103@gmail.com> * [Bugfix][V1] Allow manual FlashAttention for Blackwell (vllm-project#19492) Signed-off-by: mgoin <mgoin64@gmail.com> * [Bugfix] Respect num-gpu-blocks-override in v1 (vllm-project#19503) Signed-off-by: Jon Swenson <jmswen@gmail.com> * [Quantization] Improve AWQ logic (vllm-project#19431) Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> * [Doc] Add V1 column to supported models list (vllm-project#19523) Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> * [V1][NixlConnector] Drop `num_blocks` check (vllm-project#19532) Signed-off-by: NickLucche <nlucches@redhat.com> * [Perf] Vectorize static / dynamic INT8 quant kernels (vllm-project#19233) Signed-off-by: yewentao256 <zhyanwentao@126.com> * Fix TorchAOConfig skip layers (vllm-project#19265) Signed-off-by: mobicham <hicham@mobiuslabs.com> * [torch.compile][ROCm] Fuse quantization onto attention using a torch.compile pass (vllm-project#16756) Signed-off-by: Luka Govedič <lgovedic@redhat.com> Co-authored-by: Sage Moore <sage@neuralmagic.com> * [doc] Make top navigation sticky (vllm-project#19540) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Spec Decode][Benchmark] Generalize spec decode offline benchmark to more methods and datasets (vllm-project#18847) * [Misc] Turn MOE_DP_CHUNK_SIZE into an env var (vllm-project#19506) * [Bugfix] Enforce contiguous input for dynamic_per_token FP8/INT8 quant (vllm-project#19452) Signed-off-by: mgoin <mgoin64@gmail.com> * [Doc] Unify structured outputs examples (vllm-project#18196) Signed-off-by: Aaron Pham <contact@aarnphm.xyz> * [V1] Resolve failed concurrent structured output requests (vllm-project#19565) Signed-off-by: Russell Bryant <rbryant@redhat.com> * Revert "[Build/CI] Add tracing deps to vllm container image (vllm-project#15224)" (vllm-project#19378) * [BugFix] : Fix Batched DeepGemm Experts (vllm-project#19515) Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com> Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com> * [Bugfix] Fix EAGLE vocab embedding for multimodal target model (vllm-project#19570) Signed-off-by: qizixi <qizixi@meta.com> * [Doc] uses absolute links for structured outputs (vllm-project#19582) Signed-off-by: Aaron Pham <contact@aarnphm.xyz> * [doc] fix incorrect link (vllm-project#19586) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Misc] Correct broken docs link (vllm-project#19553) Signed-off-by: Zerohertz <ohg3417@gmail.com> * [CPU] Refine default config for the CPU backend (vllm-project#19539) Signed-off-by: jiang1.li <jiang1.li@intel.com> * [Fix] bump mistral common to support magistral (vllm-project#19533) Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com> * [Fix] The zip function in Python 3.9 does not have the strict argument (vllm-project#19549) Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com> * use base version for version comparison (vllm-project#19587) Signed-off-by: Boyuan Feng <boyuan@meta.com> * [torch.compile] reorganize the cache directory to support compiling multiple models (vllm-project#19064) Signed-off-by: youkaichao <youkaichao@gmail.com> * [BugFix] Honor `enable_caching` in connector-delayed kvcache load case (vllm-project#19435) Signed-off-by: Nick Hill <nhill@redhat.com> * [Model] Fix minimax model cache & lm_head precision (vllm-project#19592) Signed-off-by: qingjun <qingjun@minimaxi.com> * [Refactor] Remove unused variables in `moe_permute_unpermute_kernel.inl` (vllm-project#19573) Signed-off-by: yewentao256 <zhyanwentao@126.com> * [doc][mkdocs] fix the duplicate Supported features sections in GPU docs (vllm-project#19606) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [CUDA] Enable full cudagraph for FlashMLA (vllm-project#18581) Signed-off-by: luka <luka@neuralmagic.com> * [Doc] Add troubleshooting section to k8s deployment (vllm-project#19377) Signed-off-by: Anna Pendleton <pendleton@google.com> * [torch.compile] Use custom ops when use_inductor=False (vllm-project#19618) * Adding "AMD: Multi-step Tests" to amdproduction. (vllm-project#19508) Signed-off-by: Yida Wu <yidawu@alumni.cmu.edu> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com> * [BugFix] Fix DP Coordinator incorrect debug log message (vllm-project#19624) Signed-off-by: Nick Hill <nhill@redhat.com> * [V1][Metrics] Deprecate metrics with gpu_ prefix for non GPU specific metrics. (vllm-project#18354) Signed-off-by: Saheli Bhattacharjee <saheli@krai.ai> * [Bugfix] Fix the speculative decoding test by setting the target dtype (vllm-project#19633) * [Misc] Modularize CLI Argument Parsing in Benchmark Scripts (vllm-project#19593) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> * [Bugfix] Fix auto dtype casting for BatchFeature (vllm-project#19316) Signed-off-by: Isotr0py <2037008807@qq.com> Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn> * [Hardware][NVIDIA][kernel] Fp4 MOE quant kernel optimization (vllm-project#19500) * Only build CUTLASS MoE kernels on Hopper (vllm-project#19648) * [Bugfix] Don't attempt to use triton if no driver is active (vllm-project#19561) * [Fix] Convert kv_transfer_config from dict to KVTransferConfig (vllm-project#19262) * [Perf] Further tunings for SM100 FP8 CUTLASS kernel (vllm-project#19566) * [Bugfix][2/n] Fix speculative decoding CI - Fix test_ngram_e2e_greedy_correctness (vllm-project#19644) * [Kernel] Raise verbose error and consolidate `num_heads/num_kv_heads` divisibility check (vllm-project#19339) Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com> * [Benchmark] Refactor benchmark script for fp8 & int8 (vllm-project#19627) Signed-off-by: yewentao256 <zhyanwentao@126.com> * Enable prefix caching with full cuda graphs (vllm-project#19617) Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu> * [CI/Build] Fix torch nightly CI dependencies part 2 (vllm-project#19589) * [Misc] Remove duplicate multiproc method setting for CPU platform (vllm-project#19649) Signed-off-by: Isotr0py <2037008807@qq.com> * [MISC] Remove unused variableds in C++ (vllm-project#19609) Signed-off-by: Lu Fang <lufang@fb.com> * [Bugfix][Core] Prefix caching causes incorrect outputs due to outdated ComputedBlocksTracker (vllm-project#18957) Signed-off-by: 刘全 <quan.liu2@dbappsecurity.com.cn> Co-authored-by: 刘全 <quan.liu2@dbappsecurity.com.cn> * [Misc][Frontend] passthrough `bad_words` (vllm-project#19564) Signed-off-by: Francesco Bertolotti <francesco.bertolotti@igenius.ai> Co-authored-by: Francesco Bertolotti <francesco.bertolotti@igenius.ai> Co-authored-by: Aaron Pham <Aaronpham0103@gmail.com> * [Misc] Fix skipped max-model-len validation when deriving max model length from tokenizer config (vllm-project#19660) Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com> * [TPU] support attention head dim smaller than 128 (vllm-project#19620) Signed-off-by: Chengji Yao <chengjiyao@google.com> Co-authored-by: mgoin <mgoin64@gmail.com> * [MISC] typo fix (vllm-project#19672) Signed-off-by: Andy Xie <andy.xning@gmail.com> * [CI] Add mteb testing for rerank models (vllm-project#19344) * [Docs] Move multiproc doc to v1 dir (vllm-project#19651) Signed-off-by: Russell Bryant <rbryant@redhat.com> * [Kernel] GGUF MMVQ kernel for multiple input vectors (vllm-project#18754) Signed-off-by: SzymonOzog <szymon.ozog@gmail.com> * [BugFix] Don't catch BaseException when dumping execute_model errors (vllm-project#19626) Signed-off-by: Nick Hill <nhill@redhat.com> * [DOC] Add reasoning capability to vLLM streamlit code (vllm-project#19557) * [Feature]:Allow for Granite MoE Hybrid models with _only_ shared experts. (vllm-project#19652) Signed-off-by: Shawn Tan <shawntan@ibm.com> * [Bugfix] Fix TP inference for Flex attention backend (vllm-project#19657) Signed-off-by: Isotr0py <2037008807@qq.com> * [MISC] bump huggingface_hub pkg to 0.33.0 (vllm-project#19547) Signed-off-by: Andy Xie <andy.xning@gmail.com> * [Bugfix] fix missing 'finish_reason': null in streaming chat (vllm-project#19662) Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> * [Kernels] Use empty for modular MoE workspaces (vllm-project#19667) Signed-off-by: Bill Nell <bnell@redhat.com> * [Model] Add support for MiniMaxM1ForCausalLM (shares architecture with MiniMaxText01ForCausalLM) (vllm-project#19677) Signed-off-by: QscQ <qscqesze@gmail.com> * [V1] Change return type on get_multimodal_embeddings() (vllm-project#19446) Signed-off-by: Russell Bryant <rbryant@redhat.com> * fix Signed-off-by: Amog Kamsetty <amogkamsetty@gmail.com> --------- Signed-off-by: raushan <raushan@huggingface.co> Signed-off-by: Lu Fang <lufang@fb.com> Signed-off-by: nicklucche <nlucches@redhat.com> Signed-off-by: googs1025 <googs1025@gmail.com> Signed-off-by: simon-mo <simon.mo@hey.com> Signed-off-by: reidliu41 <reid201711@gmail.com> Signed-off-by: Varun <vsundarr@redhat.com> Signed-off-by: Yong Hoon Shin <yhshin@meta.com> Signed-off-by: mgoin <mgoin64@gmail.com> Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> Signed-off-by: Chen Zhang <zhangch99@outlook.com> Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> Signed-off-by: Russell Bryant <rbryant@redhat.com> Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com> Signed-off-by: calvin chen <120380290@qq.com> Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu> Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com> Signed-off-by: Siyuan Liu <lsiyuan@google.com> Signed-off-by: Seiji Eicher <seiji@anyscale.com> Signed-off-by: Isotr0py <2037008807@qq.com> Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk> Signed-off-by: 许文卿 <xwq391974@alibaba-inc.com> Signed-off-by: Jon Swenson <jmswen@gmail.com> Signed-off-by: Tyler Michael Smith <tysmith@redhat.com> Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com> Signed-off-by: Nick Hill <nhill@redhat.com> Signed-off-by: Yang Wang <elainewy@meta.com> Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com> Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com> Signed-off-by: Guillaume Calmettes <gcalmettes@scaleway.com> Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com> Signed-off-by: Chiyue Wei <chiyuew@nvidia.com> Signed-off-by: Povilas Kanapickas <povilas@radix.lt> Signed-off-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com> Signed-off-by: Jerry Zhang <jerryzh168@gmail.com> Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai> Signed-off-by: Chengji Yao <chengjiyao@google.com> Signed-off-by: Xu Song <xusong.vip@gmail.com> Signed-off-by: Aaron Pham <contact@aarnphm.xyz> Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com> Signed-off-by: rzou <zou3519@gmail.com> Signed-off-by: Siqi Yan <siqi@meta.com> Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> Signed-off-by: Nishidha Panpaliya <nishidha.panpaliya@partner.ibm.com> Signed-off-by: Md. Shafi Hussain <Md.Shafi.Hussain@ibm.com> Signed-off-by: npanpaliya <nishidha.panpaliya@partner.ibm.com> Signed-off-by: Chenyaaang <chenyangli@google.com> Signed-off-by: Alexei V. Ivanov <alexei.ivanov@amd.com> Signed-off-by: ElizaWszola <ewszola@redhat.com> Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com> Signed-off-by: Qiliang Cui <derrhein@gmail.com> Signed-off-by: Aaruni Aggarwal <aaruniagg@gmail.com> Signed-off-by: drisspg <drisspguessous@gmail.com> Signed-off-by: Lifan Shen <lifans@meta.com> Signed-off-by: pramkuma <Pramendra.Kumar@amd.com> Signed-off-by: luka <luka@neuralmagic.com> Signed-off-by: Richard Zou <zou3519@gmail.com> Signed-off-by: Xu Wenqing <xuwq1993@qq.com> Signed-off-by: Akash Kaothalkar <akash.kaothalkar@ibm.com> Signed-off-by: yZhen <yZhen@fb.com> Signed-off-by: KsuParkhamchuk <k.parkhamchuk@gmail.com> Signed-off-by: cr7258 <chengzw258@163.com> Signed-off-by: Conroy Cheers <conroy@corncheese.org> Signed-off-by: windsonsea <haifeng.yao@daocloud.io> Signed-off-by: Yinghai Lu <yinghai@thinkingmachines.ai> Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn> Signed-off-by: Kyle Sayers <kylesayrs@gmail.com> Signed-off-by: liusiqian <liusiqian@tal.com> Signed-off-by: Pavani Majety <pmajety@nvidia.com> Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com> Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn> Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com> Signed-off-by: wangli <wangli858794774@gmail.com> Signed-off-by: Anna Pendleton <pendleton@google.com> Signed-off-by: Tsai, Louie <louie.tsai@intel.com> Signed-off-by: Yunqiu Guo <guorachel@meta.com> Signed-off-by: jiang.li <jiang1.li@intel.com> Signed-off-by: youkaichao <youkaichao@gmail.com> Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com> Signed-off-by: py-andy-c <pychen1017@gmail.com> Signed-off-by: niu_he <carlton2tang@gmail.com> Signed-off-by: Junhao Li <junhao@ubicloud.com> Signed-off-by: artetaout <lulala341@gmail.com> Signed-off-by: ximing.wxm <ximing.wxm@antgroup.com> Signed-off-by: Runzhen Wang <wangrunzhen@gmail.com> Signed-off-by: David Xia <david@davidxia.com> Signed-off-by: Bill Nell <bnell@redhat.com> Signed-off-by: Randall Smith <Randall.Smith@amd.com> Signed-off-by: Andy Xie <andy.xning@gmail.com> Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com> Signed-off-by: Brayden Zhong <b8zhong@uwaterloo.ca> Signed-off-by: strutive07 <strutive07@gmail.com> Signed-off-by: 2niuhe <carlton2tang@gmail.com> Signed-off-by: NickLucche <nlucches@redhat.com> Signed-off-by: yewentao256 <zhyanwentao@126.com> Signed-off-by: mobicham <hicham@mobiuslabs.com> Signed-off-by: Luka Govedič <lgovedic@redhat.com> Signed-off-by: qizixi <qizixi@meta.com> Signed-off-by: Zerohertz <ohg3417@gmail.com> Signed-off-by: jiang1.li <jiang1.li@intel.com> Signed-off-by: Boyuan Feng <boyuan@meta.com> Signed-off-by: qingjun <qingjun@minimaxi.com> Signed-off-by: Yida Wu <yidawu@alumni.cmu.edu> Signed-off-by: Saheli Bhattacharjee <saheli@krai.ai> Signed-off-by: 刘全 <quan.liu2@dbappsecurity.com.cn> Signed-off-by: Francesco Bertolotti <francesco.bertolotti@igenius.ai> Signed-off-by: SzymonOzog <szymon.ozog@gmail.com> Signed-off-by: Shawn Tan <shawntan@ibm.com> Signed-off-by: QscQ <qscqesze@gmail.com> Signed-off-by: Amog Kamsetty <amogkamsetty@gmail.com> Co-authored-by: Raushan Turganbay <raushan.turganbay@alumni.nu.edu.kz> Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com> Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com> Co-authored-by: CYJiang <86391540+googs1025@users.noreply.github.com> Co-authored-by: Simon Mo <simon.mo@hey.com> Co-authored-by: SorenDreano <71752785+SorenDreano@users.noreply.github.com> Co-authored-by: Soren Dreano <soren@numind.ai> Co-authored-by: Reid <61492567+reidliu41@users.noreply.github.com> Co-authored-by: reidliu41 <reid201711@gmail.com> Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com> Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com> Co-authored-by: Yong Hoon Shin <48474650+sarckk@users.noreply.github.com> Co-authored-by: Michael Goin <mgoin64@gmail.com> Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> Co-authored-by: Yikun Jiang <yikun@apache.org> Co-authored-by: Chen Zhang <zhangch99@outlook.com> Co-authored-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com> Co-authored-by: Chauncey <chaunceyjiang@gmail.com> Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com> Co-authored-by: Yan Ru Pei <yanrpei@gmail.com> Co-authored-by: Jiaxin Shan <seedjeffwan@gmail.com> Co-authored-by: Russell Bryant <rbryant@redhat.com> Co-authored-by: Mark McLoughlin <markmc@redhat.com> Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com> Co-authored-by: Li, Jiang <jiang1.li@intel.com> Co-authored-by: Lukas Geiger <lukas.geiger94@gmail.com> Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com> Co-authored-by: Calvin Chen <45745657+calvin0327@users.noreply.github.com> Co-authored-by: Kaixi Hou <kaixih@nvidia.com> Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu> Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com> Co-authored-by: Siyuan Liu <lsiyuan@google.com> Co-authored-by: Seiji Eicher <58963096+eicherseiji@users.noreply.github.com> Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn> Co-authored-by: wang.yuqi <noooop@126.com> Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk> Co-authored-by: Xu Wenqing <121550081+Xu-Wenqing@users.noreply.github.com> Co-authored-by: Lain <fusiyuan2000@hotmail.com> Co-authored-by: jmswen <jmswen@users.noreply.github.com> Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com> Co-authored-by: Kebe <mail@kebe7jun.com> Co-authored-by: Nick Hill <nhill@redhat.com> Co-authored-by: Yang Wang <elainewy@meta.com> Co-authored-by: Huy Do <huydhn@gmail.com> Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com> Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com> Co-authored-by: Guillaume Calmettes <gcalmettes@scaleway.com> Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> Co-authored-by: Chiyue Wei <92623189+dubcyfor3@users.noreply.github.com> Co-authored-by: Chiyue Wei <chiyuew@nvidia.com> Co-authored-by: Povilas Kanapickas <povilas@radix.lt> Co-authored-by: Dipika Sikka <dipikasikka1@gmail.com> Co-authored-by: Luis Vega <vegaluisjose@users.noreply.github.com> Co-authored-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com> Co-authored-by: Jerry Zhang <jerryzh168@gmail.com> Co-authored-by: Benjamin Chislett <benjamin.chislett@centml.ai> Co-authored-by: Chengji Yao <chengjiyao@google.com> Co-authored-by: Xu Song <xusong.vip@gmail.com> Co-authored-by: Aaron Pham <contact@aarnphm.xyz> Co-authored-by: Jinghui Zhang <jinghuizhang0804@gmail.com> Co-authored-by: jinghui <jinghui@fb.com> Co-authored-by: Richard Zou <zou3519@users.noreply.github.com> Co-authored-by: Siqi Yan <ysq0807@hotmail.com> Co-authored-by: Siqi Yan <siqi@meta.com> Co-authored-by: Jee Jee Li <pandaleefree@gmail.com> Co-authored-by: Yu Guo <82124926+yuguo68@users.noreply.github.com> Co-authored-by: Nishidha <nishidha.panpaliya@partner.ibm.com> Co-authored-by: Md. Shafi Hussain <Md.Shafi.Hussain@ibm.com> Co-authored-by: Adolfo Victoria <adolfokarim@gmail.com> Co-authored-by: Adolfo Victoria <adovi@meta.com> Co-authored-by: Chenyaaang <42742451+Chenyaaang@users.noreply.github.com> Co-authored-by: Alexei-V-Ivanov-AMD <156011006+Alexei-V-Ivanov-AMD@users.noreply.github.com> Co-authored-by: ElizaWszola <ewszola@redhat.com> Co-authored-by: QiliangCui <derrhein@gmail.com> Co-authored-by: Aaruni Aggarwal <47731267+AaruniAggarwal@users.noreply.github.com> Co-authored-by: Driss Guessous <32754868+drisspg@users.noreply.github.com> Co-authored-by: Lifans <draftbks@gmail.com> Co-authored-by: pramenku <7664080+pramenku@users.noreply.github.com> Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com> Co-authored-by: Akash kaothalkar <61960177+Akashcodes732@users.noreply.github.com> Co-authored-by: Akash Kaothalkar <akash.kaothalkar@ibm.com> Co-authored-by: jennyyyyzhen <47012288+jennyyyyzhen@users.noreply.github.com> Co-authored-by: yZhen <yZhen@fb.com> Co-authored-by: Kseniya Parkhamchuk <43078183+KsuParkhamchuk@users.noreply.github.com> Co-authored-by: Se7en <chengzw258@163.com> Co-authored-by: Conroy Cheers <conroy@corncheese.org> Co-authored-by: Michael Yao <haifeng.yao@daocloud.io> Co-authored-by: Yinghai Lu <yinghai@thinkingmachines.ai> Co-authored-by: Kyle Sayers <kylesayrs@gmail.com> Co-authored-by: liusiqian-tal <141730978+liusiqian-tal@users.noreply.github.com> Co-authored-by: Pavani Majety <pmajety@nvidia.com> Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com> Co-authored-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn> Co-authored-by: XiongfeiWei <isaacwxf23@gmail.com> Co-authored-by: Li Wang <wangli858794774@gmail.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by: Anna Pendleton <pendleton@google.com> Co-authored-by: Louie Tsai <louie.tsai@intel.com> Co-authored-by: Li, Jiang <bigpyj64@gmail.com> Co-authored-by: Rachel Guo <35738743+YUNQIUGUO@users.noreply.github.com> Co-authored-by: youkaichao <youkaichao@gmail.com> Co-authored-by: Isotr0py <2037008807@qq.com> Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com> Co-authored-by: py-andy-c <37168711+py-andy-c@users.noreply.github.com> Co-authored-by: niu_he <carlton2tang@gmail.com> Co-authored-by: Junhao Li <junhao@ubicloud.com> Co-authored-by: leopardracer <136604165+leopardracer@users.noreply.github.com> Co-authored-by: artetaout <128046886+artetaout@users.noreply.github.com> Co-authored-by: Ximingwang-09 <72070413+Ximingwang-09@users.noreply.github.com> Co-authored-by: ximing.wxm <ximing.wxm@antgroup.com> Co-authored-by: runzhen <wangrunzhen@gmail.com> Co-authored-by: David Xia <david@davidxia.com> Co-authored-by: bnellnm <49004751+bnellnm@users.noreply.github.com> Co-authored-by: rasmith <Randall.Smith@amd.com> Co-authored-by: Ning Xie <andy.xning@gmail.com> Co-authored-by: Brayden Zhong <b8zhong@uwaterloo.ca> Co-authored-by: wonjun Jang <strutive07@gmail.com> Co-authored-by: Aaron Pham <Aaronpham0103@gmail.com> Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com> Co-authored-by: mobicham <37179323+mobicham@users.noreply.github.com> Co-authored-by: Sage Moore <sage@neuralmagic.com> Co-authored-by: kourosh hakhamaneshi <31483498+kouroshHakha@users.noreply.github.com> Co-authored-by: qizixi <22851944+zixi-qi@users.noreply.github.com> Co-authored-by: Hyogeun Oh (오효근) <ohg3417@gmail.com> Co-authored-by: Boyuan Feng <fby.1994@gmail.com> Co-authored-by: qscqesze <qingjun@minimaxi.com> Co-authored-by: Concurrensee <yida.wu@amd.com> Co-authored-by: Saheli Bhattacharjee <47847054+sahelib25@users.noreply.github.com> Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com> Co-authored-by: Konrad Zawora <kzawora@habana.ai> Co-authored-by: maobaolong <baoloongmao@tencent.com> Co-authored-by: Ilya Markov <markovilya197@gmail.com> Co-authored-by: quanliu <33453350+quanliu1991@users.noreply.github.com> Co-authored-by: 刘全 <quan.liu2@dbappsecurity.com.cn> Co-authored-by: Francesco Bertolotti <f14.bertolotti@gmail.com> Co-authored-by: Francesco Bertolotti <francesco.bertolotti@igenius.ai> Co-authored-by: Szymon Ożóg <58388001+SzymonOzog@users.noreply.github.com> Co-authored-by: Navanit Dubey <98005188+Navanit-git@users.noreply.github.com> Co-authored-by: Shawn Tan <shawntan@ibm.com> Co-authored-by: qscqesze <qscqesze@gmail.com>
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resolve #16056
Support all features listed in the CPU doc excepts FP8 KV cache.
Changes
CPUWorkerandCPUModelRunner, derived fromWorkerandGPUModelRunnerto reduce code duplication.TorchSDPABackendwith compatible interfaces forGPUModelRunner, such asreorder_batchandbuild.GPUModelRunnerto avoid importing flash-attn explicitly and using defaultnccldist backend.