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[Bugfix] Fix modelscope token passed in #19389

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merged 3 commits into from
Jun 10, 2025
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@Potabk Potabk commented Jun 10, 2025

When we set env VLLM_USE_MODELSCOPE, the token is delivered as HF_TOKEN by mistake, so when should pass the real token or None

Signed-off-by: wangli <wangli858794774@gmail.com>
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Hello @Potabk, 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 or gemini-code-assist here to provide a summary of this pull request by @Potabk.

This PR addresses a bug where, when the VLLM_USE_MODELSCOPE environment variable is set, the system was incorrectly passing a potentially wrong token (likely intended for Hugging Face) to the modelscope_list_repo_files function. The fix ensures that the correct environment variable, MODELSCOPE_API_TOKEN, is explicitly read and passed as the token for ModelScope operations, or None if the variable is not set.

Highlights

  • Bugfix: ModelScope Token Handling: Corrects the logic for passing the API token when interacting with ModelScope repositories under the VLLM_USE_MODELSCOPE flag.
  • Environment Variable Usage: Ensures that the MODELSCOPE_API_TOKEN environment variable is the source for the token used with ModelScope functions, preventing the use of an incorrect or unintended token.

Changelog

  • vllm/transformers_utils/config.py
    • Modified the lookup_files function to explicitly use os.getenv("MODELSCOPE_API_TOKEN") as the token when calling modelscope_list_repo_files if envs.VLLM_USE_MODELSCOPE is true (lines 144-147).
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Code Review

The pull request addresses a bug where an incorrect token (HF_TOKEN) was being passed when VLLM_USE_MODELSCOPE was enabled. The fix correctly retrieves the MODELSCOPE_API_TOKEN directly from the environment variables. This is a clear and effective solution to the described problem.

Summary of Findings

  • Maintainability: Environment Variable Name as String Literal: The environment variable name "MODELSCOPE_API_TOKEN" is used directly as a string literal. For better maintainability and to avoid potential typos or inconsistencies if this key is used elsewhere, consider defining it as a constant. This could be a local constant in the file or, for broader consistency within the project, defined in vllm.envs.py.

Merge Readiness

The bugfix provided in this pull request is correct and effectively addresses the issue of passing the wrong token for ModelScope. The code is clear and the change is well-targeted.

I've included one medium-severity suggestion regarding the use of a string literal for the environment variable name, proposing the use of a constant for enhanced maintainability. This is a suggestion for improvement and does not affect the correctness of the current fix.

Overall, the PR is in good shape. As an AI reviewer, I am not authorized to approve pull requests. Please ensure this change is reviewed and approved by human maintainers before merging.

return modelscope_list_repo_files(
repo_id,
revision=revision,
token=os.getenv("MODELSCOPE_API_TOKEN"))
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medium

This change correctly sources the ModelScope API token, resolving the issue of the wrong token being used. Well done!

For improved maintainability, have you considered defining the environment variable name "MODELSCOPE_API_TOKEN" as a constant? This approach can make it easier to manage and update environment variable keys across the codebase.

Possible ways to implement this:

  1. Define a module-level constant within this file (e.g., _MODELSCOPE_API_TOKEN_KEY = "MODELSCOPE_API_TOKEN" at the top of config.py) and use os.getenv(_MODELSCOPE_API_TOKEN_KEY).
  2. For greater consistency with how other environment variables like envs.VLLM_USE_MODELSCOPE are handled in this project, you could consider adding MODELSCOPE_API_TOKEN to vllm.envs.py. This would involve defining it in the TYPE_CHECKING block and adding a loader to the environment_variables dictionary in vllm.envs.py. Then, it could be accessed here as envs.MODELSCOPE_API_TOKEN.

While the current implementation is correct, centralizing environment variable names can be beneficial in the long run. What are your thoughts on this?

Signed-off-by: wangli <wangli858794774@gmail.com>
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Thank you, LGTM

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@jeejeelee jeejeelee added ready ONLY add when PR is ready to merge/full CI is needed and removed ready ONLY add when PR is ready to merge/full CI is needed labels Jun 10, 2025
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jeejeelee commented Jun 10, 2025

@Potabk Could you plz address the CI failure?

Done

Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
@jeejeelee jeejeelee added the ready ONLY add when PR is ready to merge/full CI is needed label Jun 10, 2025
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Potabk commented Jun 10, 2025

@jeejeelee thx for fix it!

@jeejeelee jeejeelee merged commit 1efef71 into vllm-project:main Jun 10, 2025
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@Potabk Potabk deleted the ms branch June 10, 2025 06:10
amogkam added a commit to character-tech/vllm that referenced this pull request Jun 16, 2025
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* [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)

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* [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>
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* [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>
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* [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)

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* [Misc] refactor neuron_multimodal and profiling (vllm-project#19397)

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* 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)

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* 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)

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* [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)

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* [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)

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* [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)

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* [doc] Make top navigation sticky (vllm-project#19540)

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* [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)

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* [Doc] Unify structured outputs examples (vllm-project#18196)

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* [V1] Resolve failed concurrent structured output requests (vllm-project#19565)

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* Revert "[Build/CI] Add tracing deps to vllm container image (vllm-project#15224)" (vllm-project#19378)

* [BugFix] : Fix Batched DeepGemm Experts (vllm-project#19515)

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* [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)

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* [doc] fix incorrect link (vllm-project#19586)

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* [Misc] Correct broken docs link (vllm-project#19553)

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* [CPU] Refine default config for the CPU backend (vllm-project#19539)

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* [Fix] bump mistral common to support magistral (vllm-project#19533)

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* [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)

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* [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)

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* [Refactor] Remove unused variables in `moe_permute_unpermute_kernel.inl` (vllm-project#19573)

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* [doc][mkdocs] fix the  duplicate Supported features sections in GPU docs (vllm-project#19606)

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* [CUDA] Enable full cudagraph for FlashMLA (vllm-project#18581)

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* [Doc] Add troubleshooting section to k8s deployment (vllm-project#19377)

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* [torch.compile] Use custom ops when use_inductor=False (vllm-project#19618)

* Adding "AMD: Multi-step Tests" to amdproduction. (vllm-project#19508)

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* [BugFix] Fix DP Coordinator incorrect debug log message (vllm-project#19624)

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* [V1][Metrics] Deprecate metrics with gpu_ prefix for non GPU specific metrics. (vllm-project#18354)

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* [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)

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* [Bugfix] Fix auto dtype casting for BatchFeature (vllm-project#19316)

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* [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)

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* [Benchmark] Refactor benchmark script for fp8 & int8 (vllm-project#19627)

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* Enable prefix caching with full cuda graphs (vllm-project#19617)

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* [CI/Build] Fix torch nightly CI dependencies part 2 (vllm-project#19589)

* [Misc] Remove duplicate multiproc method setting for CPU platform (vllm-project#19649)

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* [MISC] Remove unused variableds in C++ (vllm-project#19609)

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* [Bugfix][Core] Prefix caching causes incorrect outputs due to outdated ComputedBlocksTracker (vllm-project#18957)

Signed-off-by: 刘全 <quan.liu2@dbappsecurity.com.cn>
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* [Misc][Frontend] passthrough `bad_words` (vllm-project#19564)

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* [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)

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* [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>
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amogkam added a commit to character-tech/vllm that referenced this pull request Jun 16, 2025
* [Bugfix] disable processor cache  (vllm-project#19068)

Signed-off-by: raushan <raushan@huggingface.co>

* [Doc] Improve the Pull Request template with key components (vllm-project#19086)

Signed-off-by: Lu Fang <lufang@fb.com>

* [Misc] Add missing `_Backend` enums (vllm-project#19081)

Signed-off-by: nicklucche <nlucches@redhat.com>

* [Misc] fix: add miss best_of param validation (vllm-project#18555)

Signed-off-by: googs1025 <googs1025@gmail.com>

* [Misc] Add SPDX-FileCopyrightText  (vllm-project#19100)

Signed-off-by: simon-mo <simon.mo@hey.com>

* [Doc] Readme standardization (vllm-project#18695)

Co-authored-by: Soren Dreano <soren@numind.ai>

* [doc] update docker version (vllm-project#19074)

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

* [Kernel] DeepEP dispatch-combine kernel integration (vllm-project#18434)

Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>

* [V1] Support cross-layer KV sharing (vllm-project#18212)

Signed-off-by: Yong Hoon Shin <yhshin@meta.com>

* [Perf] Tune `scaled_fp8_quant` by increasing vectorization (vllm-project#18844)

Signed-off-by: mgoin <mgoin64@gmail.com>

* Fix interaction between `Optional` and `Annotated` in CLI typing (vllm-project#19093)

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Yikun Jiang <yikun@apache.org>

* [v1] Re-init input batch for multiple kv cache groups (vllm-project#18654)

Signed-off-by: Chen Zhang <zhangch99@outlook.com>

* [V1][Spec Decode][Ngram] 1.35x gain -> 1.95x gain on InstructCoder with prompt fix (vllm-project#18971)

* [Bugfix] get_num_blocks_to_allocate with null_block (vllm-project#19031)

Signed-off-by: Chen Zhang <zhangch99@outlook.com>

* [Bugfix]: Fix the incompatibility issue with tool_choice 'required' when Thinking is enabled (vllm-project#19075)

Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>

* [Bugfix][P/D] Fix Prefix Cache Bug (vllm-project#18411)

Signed-off-by: nicklucche <nlucches@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>

* [Bugfix] Max concurrency estimation and check_enough_kv_cache_memory for models with sliding window layers (vllm-project#19029)

Signed-off-by: Chen Zhang <zhangch99@outlook.com>

* feat: add data parallel rank to KVEventBatch (vllm-project#18925)

* [Misc] Fix path and python alias errors in disagg_prefill exmaples (vllm-project#18919)

* [Docs] Add developer doc about CI failures (vllm-project#18782)

Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>

* [CPU] V1 support for the CPU backend (vllm-project#16441)

* [Core] Cast multimodal input in hf processor (vllm-project#18862)

Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>

* [KERNEL] Sampler. CUDA kernel for applying repetition penalty (vllm-project#18437)

* [Cleanup][v1]:remote guided-decoding-backend for example (vllm-project#19059)

Signed-off-by: calvin chen <120380290@qq.com>

* [NVIDIA] Add Cutlass MLA backend (vllm-project#17625)

* [Bugfix] Fix FA3 full cuda graph correctness (vllm-project#19106)

Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>

* Fix vllm-project#19130 (vllm-project#19132)

Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>

* [TPU] Skip hanging tests (vllm-project#19115)

Signed-off-by: Siyuan Liu <lsiyuan@google.com>

* Fix ValueError: Missing value for tag key(s): model_name,engine. (vllm-project#19113)

Signed-off-by: Seiji Eicher <seiji@anyscale.com>

* [Misc] Add packages for benchmark as extra dependency (vllm-project#19089)

Signed-off-by: Isotr0py <2037008807@qq.com>

* Improve the output precision of embedding models (vllm-project#19092)

* [CI/Build][Bugfix] Ensure compatibility with transformers 4.52 (vllm-project#18678)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* Add DeepSeek-R1-0528 function call chat template (vllm-project#18874)

Signed-off-by: 许文卿 <xwq391974@alibaba-inc.com>

* Sm100 blockwise fp8 swap ab (vllm-project#18564)

* [Doc] Update V1 Guide for embedding models (vllm-project#19141)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* Allow AsyncLLMEngine.generate to target a specific DP rank (vllm-project#19102)

Signed-off-by: Jon Swenson <jmswen@gmail.com>

* [Bugfix][EP+DP] Fix internode check (vllm-project#19112)

Signed-off-by: Tyler Michael Smith <tysmith@redhat.com>

* [Perf] Tunings for SM100 FP8 CUTLASS kernel (vllm-project#18778)

Signed-off-by: mgoin <mgoin64@gmail.com>

* [TPU] Update dynamo dump file name in compilation test (vllm-project#19108)

Signed-off-by: Siyuan Liu <lsiyuan@google.com>

* [Bugfix] fix v1 cpu worker fails on macOS (vllm-project#19121)

* [Kernel] Integrate batched/masked deepgemm kernel (vllm-project#19111)

Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun <vsundarr@redhat.com>

* [Misc] refactor: simplify EngineCoreClient.make_async_mp_client in AsyncLLM (vllm-project#18817)

Signed-off-by: googs1025 <googs1025@gmail.com>

* [P/D] Heterogeneous TP (vllm-project#18833)

Signed-off-by: nicklucche <nlucches@redhat.com>

* [doc] small fix (vllm-project#19167)

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

* [Bugfix][Nixl] Fix full prefix cache hit bug (vllm-project#18632)

Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>

* [Bugfix] Fix port handling in make_zmq_path (vllm-project#19117)

* [Torch Nightly]add missing dependency (vllm-project#18770)

Signed-off-by: Yang Wang <elainewy@meta.com>

* Handle non-serializable objects when dumping benchmark results (vllm-project#19114)

* [BugFix][Minor] Fix full cuda graph bug when max_num_seqs < 512 (vllm-project#19171)

Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>

* [Bugfix]: Fix the incompatibility issue with stream when Thinking is disabled (vllm-project#19135)

Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>

* [Build] Annotate wheel and container path for release workflow (vllm-project#19162)

Signed-off-by: simon-mo <simon.mo@hey.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

* [Misc] Remove unnecessary fallback to prefill-decode attention (vllm-project#19138)

Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>

* [Misc] Do not override NCCL_CUMEM_ENABLE if set explicitly (vllm-project#19105)

Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>

* [Frontend] improve vllm run-batch --help display (vllm-project#19187)

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

* [Bugfix] properly catch PIL-related errors for vision models when incorrect data urls are provided (vllm-project#19202)

Signed-off-by: Guillaume Calmettes <gcalmettes@scaleway.com>

* [mistral_common] Add v11 tokenizer (vllm-project#19193)

Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>

* Add H20-3e fused MoE kernel tuning configs for DeepSeek-R1/V3 (vllm-project#19205)

* [Hardware][NVIDIA] FP4 MoE kernel optimization (vllm-project#19110)

Signed-off-by: Chiyue Wei <chiyuew@nvidia.com>
Co-authored-by: Chiyue Wei <chiyuew@nvidia.com>

* [MISC][Bugfix] Use less CPU when message queue has been empty for some time (vllm-project#16226)

Signed-off-by: Povilas Kanapickas <povilas@radix.lt>

* [P/D][NixlConnector] Enable FlashInfer backend (vllm-project#19090)

* [Quantization] Skip Fp4 Test for `compressed-tensors` (vllm-project#19217)

* [V1] Use FlashInfer by default on Blackwell GPUs (vllm-project#19118)

* [Model] NemotronH support (vllm-project#18863)

Signed-off-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com>
Co-authored-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com>

* Fix AOPerModuleConfig name changes (vllm-project#18869)

Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>

* [Bugfix] Fix EAGLE vocab embedding construction for Llama 70B (vllm-project#19033)

Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>

* [v1] Hybrid Memory Allocator (vllm-project#17996)

Signed-off-by: Chen Zhang <zhangch99@outlook.com>

* [TPU] update torch_xla pin (vllm-project#19231)

Signed-off-by: Chengji Yao <chengjiyao@google.com>

* Support allowed_token_ids in ChatCompletionRequest (vllm-project#19143)

Signed-off-by: Xu Song <xusong.vip@gmail.com>

* [Chore] update CODEOWNERS (vllm-project#19247)

Signed-off-by: Aaron Pham <contact@aarnphm.xyz>

* [v1][P/D] Fix a edge case in kv cache schedule (vllm-project#19182)

Co-authored-by: jinghui <jinghui@fb.com>

* [TPU] fix kv cache dtype in model runner (vllm-project#19244)

Signed-off-by: Chengji Yao <chengjiyao@google.com>

* [Quantization] Bump compressed-tensors version; update NVFP4A16 test model (vllm-project#19224)

Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>

* [Docs] Improve V1 KVConnector interface documentation (vllm-project#19172)

Signed-off-by: Nick Hill <nhill@redhat.com>

* Fix CompilationConfig repr (vllm-project#19091)

Signed-off-by: rzou <zou3519@gmail.com>

* Unit Test for run_dp_sharded_vision_model (vllm-project#19103)

Signed-off-by: Siqi Yan <siqi@meta.com>
Co-authored-by: Siqi Yan <siqi@meta.com>

* [Model] Optimize nemotron_h implementation (vllm-project#19249)

Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>

* [Core] Raise when non-multi-instance DP clients target a DP rank (vllm-project#19227)

Signed-off-by: Jon Swenson <jmswen@gmail.com>

* improve logits bias (vllm-project#19041)

* Fixed ppc build when it runs on non-RHEL based linux distros (vllm-project#18422)

Signed-off-by: Nishidha Panpaliya <nishidha.panpaliya@partner.ibm.com>
Signed-off-by: Md. Shafi Hussain <Md.Shafi.Hussain@ibm.com>
Signed-off-by: npanpaliya <nishidha.panpaliya@partner.ibm.com>
Co-authored-by: Md. Shafi Hussain <Md.Shafi.Hussain@ibm.com>

* [BugFix] Fix MultiConnector test after HMA changes (vllm-project#19291)

Signed-off-by: Nick Hill <nhill@redhat.com>

* [Bugfix][Core] Update cancellation logic in `generate()` to handle Generator exits (vllm-project#19225)

Co-authored-by: Adolfo Victoria <adovi@meta.com>

* [Core] Fix abrupt request abort (vllm-project#18485)

Signed-off-by: nicklucche <nlucches@redhat.com>
Signed-off-by: Nick Hill <nhill@redhat.com>

Co-authored-by: Nick Hill <nhill@redhat.com>

* [BugFix] Fix tpu_model_runner block_id concatenation (vllm-project#19228)

Signed-off-by: Nick Hill <nhill@redhat.com>

* [Misc][Tools][Benchmark] Fix and improve auto tune script (vllm-project#19163)

Signed-off-by: Chenyaaang <chenyangli@google.com>

* [Build][ROCm] Update Dockerfile.rocm (vllm-project#19296)

Signed-off-by: Alexei V. Ivanov <alexei.ivanov@amd.com>

* [Easy][Test] Simplify test_function_tool_use with multiple parametrizes (vllm-project#19269)

Signed-off-by: Lu Fang <lufang@fb.com>

* [Kernel] Integrate CUTLASS MoE kernel with PPLX (vllm-project#18762)

Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>

* [TPU][Test] Add script to run benchmark on TPU for buildkite (vllm-project#19039)

Signed-off-by: Qiliang Cui <derrhein@gmail.com>

* [CI][PowerPC] Use a more appropriate way to select testcase in tests/models/language/pooling/test_embedding.py (vllm-project#19253)

Signed-off-by: Aaruni Aggarwal <aaruniagg@gmail.com>

* Add FlexAttention to V1 (vllm-project#16078)

Signed-off-by: drisspg <drisspguessous@gmail.com>

* [Misc] refactor context extension (vllm-project#19246)

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

* [CI/Build] Improve Llama GGUF test robustness (vllm-project#19287)

Signed-off-by: Isotr0py <2037008807@qq.com>

* [Nit][Benchmark]Fix example in benchmark_serving_structured_output.py (vllm-project#19311)

Signed-off-by: Lifan Shen <lifans@meta.com>

* [AMD] Update compatible packaging version (vllm-project#19309)

Signed-off-by: pramkuma <Pramendra.Kumar@amd.com>

* [BugFix][V1] Fix memory profiling bug (vllm-project#18974)

Signed-off-by: luka <luka@neuralmagic.com>

* [Bugfix]: Fix TypeError: 'float' object cannot be interpreted as an integer (vllm-project#19283)

Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>

* [Bugfix] Re-enable use_cudagraph in vLLM v1 (vllm-project#19299)

Signed-off-by: Richard Zou <zou3519@gmail.com>

* [Misc] Change tests/compile to use VLLM_V1 by default (vllm-project#19302)

Signed-off-by: rzou <zou3519@gmail.com>

* Add H20-3e fused MoE kernel tuning configs for Qwen3-235B-A22B (vllm-project#19315)

Signed-off-by: Xu Wenqing <xuwq1993@qq.com>

* [Hardware][POWER] Add IBM POWER11 Support to CPU Extension Detection (vllm-project#19082)

Signed-off-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>

* [Quantization] Add compressed-tensors NVFP4 support (vllm-project#18312)

* [Multi Modal] Add an env var for message queue max chunk bytes  (vllm-project#19242)

Signed-off-by: yZhen <yZhen@fb.com>
Co-authored-by: yZhen <yZhen@fb.com>

* [Bugfix] model_max_length should consider max_model_len in tokenizer_config (vllm-project#19201)

* [Deprecation] Remove `inputs` arg fallback in Engine classes (vllm-project#18799)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [Misc] Add documentation update reminder to PR template (vllm-project#19289)

Signed-off-by: Isotr0py <2037008807@qq.com>

* [Frontend] Remove unreachable code from llm.py (vllm-project#19288)

Signed-off-by: KsuParkhamchuk <k.parkhamchuk@gmail.com>

* [Misc] Cleanup compilation tests (vllm-project#19343)

Signed-off-by: rzou <zou3519@gmail.com>

* [doc] improve ci doc (vllm-project#19307)

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

* [Doc] Fix description in the Automatic Prefix Caching design doc (vllm-project#19333)

Signed-off-by: cr7258 <chengzw258@163.com>

* [CI/Build] Fix LoRA test (vllm-project#19350)

Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>

* [Fix] Allow kernel compilation for CUDA capability 8.7 (vllm-project#19328)

Signed-off-by: Conroy Cheers <conroy@corncheese.org>

* [CI] Introduce rules for llama auto-label (vllm-project#19323)

Signed-off-by: Lu Fang <lufang@fb.com>

* [Docs] Fix a bullet list in usage/security.md (vllm-project#19358)

Signed-off-by: windsonsea <haifeng.yao@daocloud.io>

* [full_graph] Fix query_start_loc padding (vllm-project#19321)

Signed-off-by: Yinghai Lu <yinghai@thinkingmachines.ai>

* [v1] Add fp32 support to v1 engine through flex attn (vllm-project#19319)

Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>

* [Misc] Fixes and Optimizations for DeepEP + DeepGEMM combination. (vllm-project#19298)

Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun <vsundarr@redhat.com>

* [Bugfix][Core] Prevent token lengths exceeding `max_model_len` in V0 (vllm-project#19348)

Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>

* [Quantization] Bump compressed-tensors version (vllm-project#19295)

Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>

* [Frontend] Make TIMEOUT_KEEP_ALIVE configurable through env var (vllm-project#18472)

Signed-off-by: liusiqian <liusiqian@tal.com>

* [TPU]Fix KV cache sharing tests (vllm-project#19371)

* [HOT-FIX] Add `kv_sharing_target_layer_name` argument to cutlass_mla backend (vllm-project#19374)

Signed-off-by: Pavani Majety <pmajety@nvidia.com>

* [Misc] Fix a config typo in disable_hybrid_kv_cache_manager configuration (vllm-project#19383)

Signed-off-by: Siyuan Liu <lsiyuan@google.com>

* [V1] Reuse V0's memory_profiling util for gpu worker memory profiling (vllm-project#19312)

Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com>

* [Bugfix] Fix benchmark_moe.py (vllm-project#19016)

Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>

* Use xla flag to improve the quantized model performance (vllm-project#19303)

Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com>

* Fix docs/mkdocs/hooks/remove_announcement.py (vllm-project#19382)

* [Frontend] Add tqdm_leave_pbar to control progress bar visibility (vllm-project#19357)

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

* [Core] Use tuple for kv cache group block ids (vllm-project#19175)

Signed-off-by: Nick Hill <nhill@redhat.com>

* [Bugfix] Fix modelscope token passed in (vllm-project#19389)

Signed-off-by: wangli <wangli858794774@gmail.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>

* [Core] Batch multi modal input using pinned memory (vllm-project#19169)

Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>

* Add security warning to bug report template (vllm-project#19365)

Signed-off-by: Russell Bryant <rbryant@redhat.com>
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* [Misc] refactor neuron_multimodal and profiling (vllm-project#19397)

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* 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>
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* [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)

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* [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)

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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)

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* [doc] fix incorrect link (vllm-project#19586)

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* [Misc] Correct broken docs link (vllm-project#19553)

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* [Fix] The zip function in Python 3.9 does not have the strict argument (vllm-project#19549)

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* Adding "AMD: Multi-step Tests" to amdproduction. (vllm-project#19508)

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* [BugFix] Fix DP Coordinator incorrect debug log message (vllm-project#19624)

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* [V1] Change return type on get_multimodal_embeddings() (vllm-project#19446)

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* fix

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* remove logging

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amogkam added a commit to character-tech/vllm that referenced this pull request Jun 16, 2025
* [Bugfix] disable processor cache  (vllm-project#19068)

Signed-off-by: raushan <raushan@huggingface.co>

* [Doc] Improve the Pull Request template with key components (vllm-project#19086)

Signed-off-by: Lu Fang <lufang@fb.com>

* [Misc] Add missing `_Backend` enums (vllm-project#19081)

Signed-off-by: nicklucche <nlucches@redhat.com>

* [Misc] fix: add miss best_of param validation (vllm-project#18555)

Signed-off-by: googs1025 <googs1025@gmail.com>

* [Misc] Add SPDX-FileCopyrightText  (vllm-project#19100)

Signed-off-by: simon-mo <simon.mo@hey.com>

* [Doc] Readme standardization (vllm-project#18695)

Co-authored-by: Soren Dreano <soren@numind.ai>

* [doc] update docker version (vllm-project#19074)

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

* [Kernel] DeepEP dispatch-combine kernel integration (vllm-project#18434)

Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>

* [V1] Support cross-layer KV sharing (vllm-project#18212)

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* [Perf] Tune `scaled_fp8_quant` by increasing vectorization (vllm-project#18844)

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* Fix interaction between `Optional` and `Annotated` in CLI typing (vllm-project#19093)

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Co-authored-by: Yikun Jiang <yikun@apache.org>

* [v1] Re-init input batch for multiple kv cache groups (vllm-project#18654)

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* [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)

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* [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)

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* [NVIDIA] Add Cutlass MLA backend (vllm-project#17625)

* [Bugfix] Fix FA3 full cuda graph correctness (vllm-project#19106)

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* 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)

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* [Misc] Add packages for benchmark as extra dependency (vllm-project#19089)

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* Improve the output precision of embedding models (vllm-project#19092)

* [CI/Build][Bugfix] Ensure compatibility with transformers 4.52 (vllm-project#18678)

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* Add DeepSeek-R1-0528 function call chat template (vllm-project#18874)

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* Sm100 blockwise fp8 swap ab (vllm-project#18564)

* [Doc] Update V1 Guide for embedding models (vllm-project#19141)

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* Allow AsyncLLMEngine.generate to target a specific DP rank (vllm-project#19102)

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* [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)

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* [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)

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* [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>
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* [Bugfix][Nixl] Fix full prefix cache hit bug (vllm-project#18632)

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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)

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* [Misc] Remove unnecessary fallback to prefill-decode attention (vllm-project#19138)

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* [Frontend] improve vllm run-batch --help display (vllm-project#19187)

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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)

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* [mistral_common] Add v11 tokenizer (vllm-project#19193)

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* Add H20-3e fused MoE kernel tuning configs for DeepSeek-R1/V3 (vllm-project#19205)

* [Hardware][NVIDIA] FP4 MoE kernel optimization (vllm-project#19110)

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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)

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* [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)

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Co-authored-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com>

* Fix AOPerModuleConfig name changes (vllm-project#18869)

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* [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)

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* Support allowed_token_ids in ChatCompletionRequest (vllm-project#19143)

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* [Chore] update CODEOWNERS (vllm-project#19247)

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* [v1][P/D] Fix a edge case in kv cache schedule (vllm-project#19182)

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* [TPU] fix kv cache dtype in model runner (vllm-project#19244)

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* [Quantization] Bump compressed-tensors version; update NVFP4A16 test model (vllm-project#19224)

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* [Docs] Improve V1 KVConnector interface documentation (vllm-project#19172)

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* Fix CompilationConfig repr (vllm-project#19091)

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* Unit Test for run_dp_sharded_vision_model (vllm-project#19103)

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* [Model] Optimize nemotron_h implementation (vllm-project#19249)

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* [Core] Raise when non-multi-instance DP clients target a DP rank (vllm-project#19227)

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* improve logits bias (vllm-project#19041)

* Fixed ppc build when it runs on non-RHEL based linux distros (vllm-project#18422)

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* [BugFix] Fix MultiConnector test after HMA changes (vllm-project#19291)

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* [Bugfix][Core] Update cancellation logic in `generate()` to handle Generator exits (vllm-project#19225)

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* [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)

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* [Kernel] Integrate CUTLASS MoE kernel with PPLX (vllm-project#18762)

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* [TPU][Test] Add script to run benchmark on TPU for buildkite (vllm-project#19039)

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* [CI][PowerPC] Use a more appropriate way to select testcase in tests/models/language/pooling/test_embedding.py (vllm-project#19253)

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* Add FlexAttention to V1 (vllm-project#16078)

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* [Misc] refactor context extension (vllm-project#19246)

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

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* [Misc] Change tests/compile to use VLLM_V1 by default (vllm-project#19302)

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* Add H20-3e fused MoE kernel tuning configs for Qwen3-235B-A22B (vllm-project#19315)

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* [Hardware][POWER] Add IBM POWER11 Support to CPU Extension Detection (vllm-project#19082)

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* [Quantization] Add compressed-tensors NVFP4 support (vllm-project#18312)

* [Multi Modal] Add an env var for message queue max chunk bytes  (vllm-project#19242)

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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)

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* [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)

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* [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>
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* Add clear documentation around the impact of debugging flag (vllm-project#19369)

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* Automatically bind CPU OMP Threads of a rank to CPU ids of a NUMA node. (vllm-project#17930)

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* 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)

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* [BugFix][CPU] Fix CPU CI by ignore collecting test_pixtral (vllm-project#19411)

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* Simplify ep kernels installation (vllm-project#19412)

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* [Misc] Slight improvement of the BNB  (vllm-project#19418)

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* [Docs] Note that alternative structured output backends are supported (vllm-project#19426)

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* [ROCm][V1] Adding ROCm to the list of plaforms using V1 by default (vllm-project#19440)

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* [Model] use AutoWeightsLoader for commandr (vllm-project#19399)

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* Add H20-3e fused MoE kernel tuning configs for Qwen3-235B-A22B-FP8 (vllm-project#19401)

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* [BugFix] Allow use_cudagraph to work with dynamic VLLM_USE_V1 (vllm-project#19390)

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* [New Model]: Support Qwen3 Embedding & Reranker  (vllm-project#19260)

* [BugFix] Fix docker build cpu-dev image error (vllm-project#19394)

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* Fix test_max_model_len in tests/entrypoints/llm/test_generate.py (vllm-project#19451)

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* [CI] Disable failing GGUF model test (vllm-project#19454)

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* [Misc] Remove unused `MultiModalHasher.hash_prompt_mm_data` (vllm-project#19422)

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* Add fused MOE config for Qwen3 30B A3B on B200 (vllm-project#19455)

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* Fix Typo in Documentation and Function Name (vllm-project#19442)

* [ROCm] Add rules to automatically label ROCm related PRs (vllm-project#19405)

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* [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)

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* [Doc] Support "important" and "announcement" admonitions (vllm-project#19479)

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* [Misc] Reduce warning message introduced in env_override (vllm-project#19476)

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* Support non-string values in JSON keys from CLI (vllm-project#19471)

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* Add cache to cuda get_device_capability (vllm-project#19436)

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* Fix some typo (vllm-project#19475)

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* Support no privileged mode on CPU for docker and kubernetes deployments (vllm-project#19241)

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* [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)

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* [Docs] Remove WIP features in V1 guide (vllm-project#19498)

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* [Kernels] Add activation chunking logic to FusedMoEModularKernel (vllm-project#19168)

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* [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)

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* [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)

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* [BugFix] Force registration of w8a8_block_fp8_matmul_deepgemm via lazy import (vllm-project#19514)

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* Add Triton Fused MoE kernel config for E=16 on B200 (vllm-project#19518)

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* [Frontend] Improve error message in tool_choice validation (vllm-project#19239)

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* [BugFix] Work-around incremental detokenization edge case error (vllm-project#19449)

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* [BugFix] Handle missing sep_token for Qwen3-Reranker in Score API (vllm-project#19522)

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* [AMD][Kernel][BugFix] fix test_rocm_compressed_tensors_w8a8 for rocm (vllm-project#19509)

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* Fix typo (vllm-project#19525)

Signed-off-by: 2niuhe <carlton2tang@gmail.com>

* [Security] Prevent new imports of (cloud)pickle (vllm-project#18018)

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* [Bugfix][V1] Allow manual FlashAttention for Blackwell (vllm-project#19492)

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* [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)

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* [V1][NixlConnector] Drop `num_blocks` check  (vllm-project#19532)

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* [Perf] Vectorize static / dynamic INT8 quant kernels (vllm-project#19233)

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* Fix TorchAOConfig skip layers (vllm-project#19265)

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* [torch.compile][ROCm] Fuse quantization onto attention using a torch.compile pass (vllm-project#16756)

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* [doc] Make top navigation sticky (vllm-project#19540)

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* [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)

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* [Doc] Unify structured outputs examples (vllm-project#18196)

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* [V1] Resolve failed concurrent structured output requests (vllm-project#19565)

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* Revert "[Build/CI] Add tracing deps to vllm container image (vllm-project#15224)" (vllm-project#19378)

* [BugFix] : Fix Batched DeepGemm Experts (vllm-project#19515)

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* [Bugfix] Fix EAGLE vocab embedding for multimodal target model (vllm-project#19570)

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* [Doc] uses absolute links for structured outputs (vllm-project#19582)

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* [doc] fix incorrect link (vllm-project#19586)

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* [Misc] Correct broken docs link (vllm-project#19553)

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* [CPU] Refine default config for the CPU backend (vllm-project#19539)

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* [Fix] bump mistral common to support magistral (vllm-project#19533)

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* [Fix] The zip function in Python 3.9 does not have the strict argument (vllm-project#19549)

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* use base version for version comparison (vllm-project#19587)

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* [torch.compile] reorganize the cache directory to support compiling multiple models (vllm-project#19064)

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* [BugFix] Honor `enable_caching` in connector-delayed kvcache load case (vllm-project#19435)

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* [Model] Fix minimax model cache & lm_head precision (vllm-project#19592)

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* [Refactor] Remove unused variables in `moe_permute_unpermute_kernel.inl` (vllm-project#19573)

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* [doc][mkdocs] fix the  duplicate Supported features sections in GPU docs (vllm-project#19606)

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* [CUDA] Enable full cudagraph for FlashMLA (vllm-project#18581)

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* [Doc] Add troubleshooting section to k8s deployment (vllm-project#19377)

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* [torch.compile] Use custom ops when use_inductor=False (vllm-project#19618)

* Adding "AMD: Multi-step Tests" to amdproduction. (vllm-project#19508)

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* [BugFix] Fix DP Coordinator incorrect debug log message (vllm-project#19624)

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* [V1][Metrics] Deprecate metrics with gpu_ prefix for non GPU specific metrics. (vllm-project#18354)

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* [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)

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* [Bugfix] Fix auto dtype casting for BatchFeature (vllm-project#19316)

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* [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)

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* Enable prefix caching with full cuda graphs (vllm-project#19617)

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* [CI/Build] Fix torch nightly CI dependencies part 2 (vllm-project#19589)

* [Misc] Remove duplicate multiproc method setting for CPU platform (vllm-project#19649)

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* [MISC] Remove unused variableds in C++ (vllm-project#19609)

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* [Bugfix][Core] Prefix caching causes incorrect outputs due to outdated ComputedBlocksTracker (vllm-project#18957)

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* [Misc][Frontend] passthrough `bad_words` (vllm-project#19564)

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* [Misc] Fix skipped max-model-len validation when deriving max model length from tokenizer config (vllm-project#19660)

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* [TPU] support attention head dim smaller than 128 (vllm-project#19620)

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* [MISC] typo fix (vllm-project#19672)

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* [CI] Add mteb testing for rerank models (vllm-project#19344)

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* [Kernel] GGUF MMVQ kernel for multiple input vectors (vllm-project#18754)

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* [BugFix] Don't catch BaseException when dumping execute_model errors (vllm-project#19626)

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* [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)

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* [Bugfix] Fix TP inference for Flex attention backend (vllm-project#19657)

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* [MISC] bump huggingface_hub pkg to 0.33.0 (vllm-project#19547)

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* [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)

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* [Model] Add support for MiniMaxM1ForCausalLM (shares architecture with MiniMaxText01ForCausalLM) (vllm-project#19677)

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* [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>

---------

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minpeter pushed a commit to minpeter/vllm that referenced this pull request Jun 24, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: minpeter <kali2005611@gmail.com>
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