[Frontend] Make use_tqdm accept a callable for custom progress bars #19357

reidliu41 · 2025-06-09T10:20:57Z

Essential Elements of an Effective PR Description Checklist

The purpose of the PR, such as "Fix some issue (link existing issues this PR will resolve)".
The test plan, such as providing test command.
The test results, such as pasting the results comparison before and after, or e2e results
(Optional) The necessary documentation update, such as updating supported_models.md and examples for a new model.

Purpose

Fixes #18898

Test Plan

Test Result

(Optional) Documentation Update

gemini-code-assist

Hello @reidliu41, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

Summary of Changes

Hello team, gemini-code-assist here to provide a summary of this pull request. This PR introduces a new parameter tqdm_leave_pbar to several public methods within the LLM class (generate, chat, encode, embed, classify, score). The purpose of this parameter is to control the behavior of the tqdm progress bars used during these operations, specifically whether they remain visible on the console after the operation completes. By default, the progress bars will still be left visible (tqdm_leave_pbar=True), maintaining the current behavior, but users can now set this to False to automatically remove the bars upon completion. This change addresses issue #18898, which requested this functionality.

Highlights

New Parameter for tqdm Control: A new boolean parameter tqdm_leave_pbar is added to the generate, chat, encode, embed, classify, and score methods of the LLM class. This parameter defaults to True.
Control Progress Bar Visibility: The tqdm_leave_pbar parameter is passed down to the internal _validate_and_add_requests and _run_engine methods, where it is used to set the leave argument of the tqdm progress bar constructors. Setting tqdm_leave_pbar=False will cause the progress bars to be removed from the console after completion.
Documentation Updates: Docstrings for the affected methods have been updated to include the description and default value of the new tqdm_leave_pbar parameter.
Fixes Issue [Feature]: Enable setting leave=False in tqdm progress bars #18898: This change directly implements the feature requested in issue [Feature]: Enable setting leave=False in tqdm progress bars #18898, allowing users more control over the console output when using vLLM's batch processing methods.

Changelog

vllm/entrypoints/llm.py
- Added tqdm_leave_pbar: bool = True parameter to generate method signature and docstring.
- Added tqdm_leave_pbar: bool = True parameter to chat method signature and docstring.
- Added tqdm_leave_pbar: bool = True parameter to encode method signature and docstring.
- Added tqdm_leave_pbar: bool = True parameter to embed method signature and docstring.
- Added tqdm_leave_pbar: bool = True parameter to classify method signature and docstring.
- Added tqdm_leave_pbar: bool = True parameter to score method signature and docstring.
- Added tqdm_leave_pbar: bool parameter to internal methods _validate_and_add_requests and _run_engine signatures.
- Passed tqdm_leave_pbar parameter through calls from public methods to internal methods.
- Used the tqdm_leave_pbar parameter to set the leave argument in tqdm constructor calls within _validate_and_add_requests and _run_engine.

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Code Review

This pull request introduces a new parameter tqdm_leave_pbar to control whether the tqdm progress bar remains visible after completion. The changes are well-implemented, consistently adding the new parameter to relevant public API methods and internal functions, and updating docstrings accordingly. The default value True ensures backward compatibility.

Positive Aspects:

Clear Intent: The purpose of the PR is clear and addresses issue [Feature]: Enable setting leave=False in tqdm progress bars #18898 effectively.
Consistent Implementation: The tqdm_leave_pbar parameter is consistently added across generate, chat, encode, embed, classify, and score methods, and propagated correctly to internal helpers.
Good Documentation: Docstrings for the new parameter are clear and explain its behavior and default value.
Backward Compatibility: The default value tqdm_leave_pbar=True maintains the existing behavior, which is a good practice.

Areas for Improvement:

Pull Request Description: The PR description is currently a template and needs to be filled out. Please provide details on the purpose, test plan, and test results as per the checklist in the PR template. This is important for context, review, and future maintainability.

Overall, the code changes are solid. The main point of attention is completing the PR description.

Summary of Findings

Incomplete Pull Request Description: The pull request description is currently a template and has not been filled out. According to the checklist provided in the PR template, details such as the purpose (beyond linking the issue), test plan, and test results are required. Completing this information is crucial for proper review and project documentation.

Merge Readiness

The code changes themselves are well-implemented and address the intended functionality. However, the pull request description is incomplete and does not follow the checklist provided in the PR template (e.g., missing test plan and results). I recommend that the author completes the PR description before this PR is merged. I am unable to approve pull requests, but based on the code quality, once the description is updated, it should be in good shape for further review and merging.

reidliu41 · 2025-06-09T10:24:56Z

cc @DarkLight1337 could you please also help to take a look if you have time? thanks a lot.

DarkLight1337

I think this can get messy real quick if we need to add more tqdm-related arguments. to Avoid increasing the number of arguments. I prefer insteading pass a tqdm class instance or partial constructor to use_tqdm.

github-actions · 2025-06-09T10:41:03Z

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Signed-off-by: reidliu41 <reid201711@gmail.com>

vllm/entrypoints/llm.py

Signed-off-by: reidliu41 <reid201711@gmail.com>

DarkLight1337

LGTM now, thanks

gemini-code-assist · 2025-06-10T04:55:13Z

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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: 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<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>

* [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 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<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>

* [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. 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…lm-project#19357) Signed-off-by: reidliu41 <reid201711@gmail.com> Co-authored-by: reidliu41 <reid201711@gmail.com> Signed-off-by: minpeter <kali2005611@gmail.com>

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[Frontend] Make use_tqdm accept a callable for custom progress bars

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update Any to tqdm

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github-actions bot added the ready ONLY add when PR is ready to merge/full CI is needed label Jun 10, 2025

reidliu41 changed the title ~~[Frontend] Add tqdm_leave_pbar to control progress bar visibility~~ [Frontend] Make use_tqdm accept a callable for custom progress bars Jun 10, 2025

DarkLight1337 merged commit 6cd4ae8 into vllm-project:main Jun 10, 2025
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[Frontend] Make use_tqdm accept a callable for custom progress bars #19357

[Frontend] Make use_tqdm accept a callable for custom progress bars #19357

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reidliu41 commented Jun 9, 2025 •

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[Frontend] Make use_tqdm accept a callable for custom progress bars #19357

[Frontend] Make use_tqdm accept a callable for custom progress bars #19357

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reidliu41 commented Jun 9, 2025 •

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