[Bugfix] vLLM should check Inductor config for compile cache enablement status #27637

gmagogsfm · 2025-10-28T07:15:21Z

Summary:
vLLM should not assume compile cache is enabled just because VLLM_DISABLE_COMPILE_CACHE=0. Users may use TORCHINDUCTOR_FORCE_DISABLE_CACHES=1 to disable compile cache at PyTorch level, effectively making it impossible for vLLM compile cache to function.

This PR adds necessary checks to ensure vLLM considers Torch Inductor compile cache enablement status.

Signed off by: Yanan Cao gmagogsfm@gmail.com

github-actions · 2025-10-28T07:15:41Z

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Code Review

This pull request correctly addresses a bug where vLLM's compile cache status did not respect PyTorch's global setting (TORCHINDUCTOR_FORCE_DISABLE_CACHES). The changes ensure that vLLM checks the Inductor config for cache enablement, making the behavior consistent. However, the implementation introduces code duplication for the cache status check across three different locations. I've added a high-severity comment recommending a refactor to centralize this logic, which will improve maintainability and reduce the risk of future inconsistencies, especially with the planned update for PyTorch 2.9.

vllm/compilation/compiler_interface.py

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vllm/compilation/backends.py

zou3519 · 2025-10-30T14:22:38Z

vllm/compilation/compiler_interface.py

+    # TODO(gmagogsfm): Replace torch._inductor.config.force_disable_caches
+    # with torch.compiler.config.force_disable_caches when minimum PyTorch
+    # version reaches 2.9


I don't see this API in 2.9

If your proposal was to make this public -- The in vLLM code you have put this into is for InductorAdaptor, which we are trying to deprecate in favor of StandaloneInductorAdaptor, so I wouldn't worry about it too much. We should end up deleting this code anyways in 2.10+

This force_disable_caches behavior actually affects more than just InductorAdaptor, it is also used in InductorStandaloneAdapter. In fact the new error I showed you earlier is from InductorStandaloneAdaptor.

I changed comment to mention 2.10. Also made a PR to expose this flag:
pytorch/pytorch#166699
Please take a look.

zou3519

code lgtm, I would just change the comment

ProExpertProg · 2025-10-31T20:35:26Z

vllm/compilation/backends.py


        # store the artifact in the cache
-        if not envs.VLLM_DISABLE_COMPILE_CACHE and handle is not None:
+        if is_compile_cache_enabled() and handle is not None:


The user might also pass force_disable_caches as part of CompilationConfig.inductor_compile_config, we should check that as well

ProExpertProg · 2025-11-01T13:50:12Z

vllm/compilation/compiler_interface.py

+        not envs.VLLM_DISABLE_COMPILE_CACHE
+        and not torch._inductor.config.force_disable_caches
+        and not (
+            get_current_vllm_config().compilation_config.inductor_compile_config.force_disable_caches


I don't think that vllm config is necessarily available at this time, why not just pass compilation config as a parameter?

Also, inductor compile config is a dictionary, and the key might not be present:

Suggested change

get_current_vllm_config().compilation_config.inductor_compile_config.force_disable_caches

compilation_config.inductor_compile_config.get("force_disable_caches", False)

Fixed. Now is_compile_cache_enabled checks inductor configs explicitly passed in.

I noticed that vllm config is not present at this time during later testing. In general, when should I expect global vllm config to be available and when not? Is it mostly expected to be available during model init?

ProExpertProg · 2025-11-01T13:51:19Z

vllm/compilation/decorators.py

                    InliningInstructionTranslator, "inline_call_", patched_inline_call
                ),
                torch._dynamo.config.patch(**dynamo_config_patches),
+                set_current_vllm_config(self.vllm_config),


This is a huge change, we shouldn't be settling the vllm config globally here

Removed now that the inductor config is passed in explicitly.

mergify · 2025-11-03T18:22:04Z

This pull request has merge conflicts that must be resolved before it can be
merged. Please rebase the PR, @gmagogsfm.

https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks/syncing-a-fork

Tags: Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>

gmagogsfm · 2025-11-05T16:53:38Z

@ProExpertProg When you get a chance, could you take a look at the new revision? your suggested changes are addressed. Thanks

* add fault_report_addr in FaultToleranceConfig * add handle fault&get_fault_info api Signed-off-by: w00689259 <wangzhuo66@huawei.com> * remove fault_report_address in CoreEngineActorManager __init__ Signed-off-by: a798347923 <2645302020@qq.com> * ruff format Signed-off-by: a798347923 <2645302020@qq.com> * add handle fault&get_fault_info api Signed-off-by: w00689259 <wangzhuo66@huawei.com> * fix one bug. Signed-off-by: fangyuchu <fangyuchu@qq.com> * add fault_report_port in FaultToleranceConfig Signed-off-by: a798347923 <2645302020@qq.com> * add zmq_addr concatenate with fault_report_addr and fault_report_port Signed-off-by: a798347923 <2645302020@qq.com> * fault reporter bug fix Signed-off-by: w00689259 <wangzhuo66@huawei.com> * fault reporter bug fix Signed-off-by: w00689259 <wangzhuo66@huawei.com> * fault reporter bug fix Signed-off-by: w00689259 <wangzhuo66@huawei.com> * fault reporter bug fix Signed-off-by: w00689259 <wangzhuo66@huawei.com> * fault reporter bug fix Signed-off-by: w00689259 <wangzhuo66@huawei.com> * fault reporter bug fix Signed-off-by: w00689259 <wangzhuo66@huawei.com> * fix some bug * fault reporter bug fix Signed-off-by: w00689259 <wangzhuo66@huawei.com> * fault reporter bug fix Signed-off-by: w00689259 <wangzhuo66@huawei.com> * remove fault_report_addr in FaultToleranceConfig Signed-off-by: a798347923 <2645302020@qq.com> * refactor: relocate method serialization functions to serial_util.py Signed-off-by: fangyuchu <fangyuchu@qq.com> * fix actor bug * fix actor bug * add engine_core_cmd_addr in FaultToleranceConfig Signed-off-by: a798347923 <2645302020@qq.com> * add and use _stop_worker_execution in EngineCoreGuard Signed-off-by: a798347923 <2645302020@qq.com> * add and use run in WorkerGuard Signed-off-by: a798347923 <2645302020@qq.com> * fix actor bug * fix bug * fix sentinel * fix bug vllm/v1/engine/core.py:847: error: Missing positional argument "tp_size" in call to "EngineCoreGuard" Signed-off-by: a798347923 <2645302020@qq.com> * fix bug error: Missing positional arguments "length", "byteorder" in call to "to_bytes" of "int" Signed-off-by: a798347923 <2645302020@qq.com> * fix bug in fault tolerance mode Signed-off-by: w00689259 <wangzhuo66@huawei.com> * fix bug in fault tolerance mode Signed-off-by: w00689259 <wangzhuo66@huawei.com> * change fault_report_port to internal_fault_report_port add external_fault_notify_port Signed-off-by: a798347923 <2645302020@qq.com> * change fault_report_port to internal_fault_report_port add external_fault_notify_port Signed-off-by: a798347923 <2645302020@qq.com> * add _recv_cmd func use deserialize_method_call and run_method in run func Signed-off-by: a798347923 <2645302020@qq.com> * Update core.py fix bug error: Need type annotation for "kwargs" (hint: "kwargs: dict[<type>, <type>] = ...") Signed-off-by: a798347923 <39047817+a798347923@users.noreply.github.com> * add self.ctx.term() in shutdown() Signed-off-by: a798347923 <2645302020@qq.com> * changed import deserialize_method_call,serialize_method_call Signed-off-by: a798347923 <2645302020@qq.com> * changed init worker_guard in init_device Signed-off-by: a798347923 <2645302020@qq.com> * Update core.py add import serialize_method_call Signed-off-by: a798347923 <39047817+a798347923@users.noreply.github.com> * Update gpu_worker.py changed init WorkerGuard in init_device Signed-off-by: a798347923 <39047817+a798347923@users.noreply.github.com> * Update gpu_worker.py FIX BUG self.worker_guard: WorkerGuard|None = None Signed-off-by: a798347923 <39047817+a798347923@users.noreply.github.com> * Update gpu_worker.py fix bug error: Argument 1 to "deserialize_method_call" has incompatible type "str | None"; expected "str" [arg-type] Signed-off-by: a798347923 <39047817+a798347923@users.noreply.github.com> * Update gpu_worker.py ruff format Signed-off-by: a798347923 <39047817+a798347923@users.noreply.github.com> * Update core.py ruff-format Signed-off-by: a798347923 <39047817+a798347923@users.noreply.github.com> * actively send exception information Signed-off-by: w00689259 <wangzhuo66@huawei.com> * actively send exception information Signed-off-by: w00689259 <wangzhuo66@huawei.com> * actively send exception information Signed-off-by: w00689259 <wangzhuo66@huawei.com> * change engine_core_cmd_addr(str) to engine_core_cmd_addrs(list[str]) in EngineZmqAddresses Signed-off-by: a798347923 <2645302020@qq.com> * change engine_core_cmd_addr(str) to engine_core_cmd_addrs(list[str]) in EngineZmqAddresses Signed-off-by: a798347923 <2645302020@qq.com> * Update utils.py delete engine_core_cmd_addr in EngineZmqAddresses Signed-off-by: a798347923 <39047817+a798347923@users.noreply.github.com> * Remove redundant configuration: fault-pub-port Signed-off-by: fangyuchu <fangyuchu@qq.com> * Send pause instructions after receiving fault info in ClientGuard Signed-off-by: fangyuchu <fangyuchu@qq.com> * change engine_core_guard_identities from dict[int, bytes] to list[bytes] Signed-off-by: a798347923 <2645302020@qq.com> * fix bug "only the worker guard of engine core 0 can receive messages sent from engine core guard Signed-off-by: a798347923 <2645302020@qq.com> * change local_rank to rank_in_group in WorkerGuard Signed-off-by: a798347923 <2645302020@qq.com> * changed del self.client_cmd_registry[int(unhealthy_engine.engine_id)] Signed-off-by: a798347923 <2645302020@qq.com> * add gloo communication timeout * fix some bug * add stateless_process_group gloo_comm_timeout * reconstruct fault receiver&fault handler Signed-off-by: w00689259 <wangzhuo66@huawei.com> * fix some bug * reconstruct fault receiver&fault handler Signed-off-by: w00689259 <wangzhuo66@huawei.com> * reconstruct fault receiver&fault handler Signed-off-by: w00689259 <wangzhuo66@huawei.com> * fix return format Signed-off-by: w00689259 <wangzhuo66@huawei.com> * fix return format Signed-off-by: w00689259 <wangzhuo66@huawei.com> * fix return format Signed-off-by: w00689259 <wangzhuo66@huawei.com> * add abort request * fix some bug * fix some bug * fix some bug * add dt for client guard Signed-off-by: w00689259 <wangzhuo66@huawei.com> * add dt for client guard Signed-off-by: w00689259 <wangzhuo66@huawei.com> * add dt for client guard Signed-off-by: w00689259 <wangzhuo66@huawei.com> * Implementation of two types of pause: a soft one by using flag signals and a hard one by aborting nccl communicators. Signed-off-by: fangyuchu <fangyuchu@qq.com> * Refine certain log forms and fix a minor bug in pause function. Signed-off-by: fangyuchu <fangyuchu@qq.com> * Refactor and abstract the recv_msg logic in CG,ECG,WG. Signed-off-by: fangyuchu <fangyuchu@qq.com> * [Frontend] Align finish_reason when tool is called with OpenAI (vllm-project#25054) Signed-off-by: Sungyoon Jeong <sungyoon.jeong@furiosa.ai> Co-authored-by: Chauncey <chaunceyjiang@gmail.com> * [Hybrid] Pass kernel block size to builders (vllm-project#27753) Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com> * [Bugfix] Padded Eagle Specdec with Chunked Prefill (vllm-project#26263) Signed-off-by: Rémi Delacourt <remi@mistral.ai> Signed-off-by: Rémi Delacourt <54138269+Flechman@users.noreply.github.com> Signed-off-by: remi <remi@mistral.ai> Co-authored-by: Benjamin Chislett <bchislett@nvidia.com> * [XPU]Refine Dockerfile.xpu, avoid oneccl dependency issue (vllm-project#27964) Signed-off-by: Kunshang Ji <kunshang.ji@intel.com> * Add and check method uuid when sending commands and receiving results. Signed-off-by: fangyuchu <fangyuchu@qq.com> * Add ORCA endpoint load metrics support (vllm-project#24905) Signed-off-by: Misha Efimov <mef@google.com> * [CI/Build] Remove the flaky gpt-oss lora test (vllm-project#27966) Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> * Abstract the logic of sending instructions and waiting responses from FaultHandler Signed-off-by: fangyuchu <fangyuchu@qq.com> * [Model] Add PaddleOCR-VL Model Support (vllm-project#27758) Signed-off-by: zhangyue <zhangyue66@baidu.com> Signed-off-by: Roger Wang <hey@rogerw.io> Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn> Signed-off-by: zhangyue66 <zhangyue66@baidu.com> Co-authored-by: Roger Wang <hey@rogerw.io> Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn> * Add options in EngineCoreGuard to recv execution results from WorkerGuard Signed-off-by: fangyuchu <fangyuchu@qq.com> * Early exit for MoE LoRA kernels (vllm-project#27131) Signed-off-by: gnovack <gnovack@amazon.com> Co-authored-by: Jee Jee Li <pandaleefree@gmail.com> * [Bugfix] Skip gs:// model paths for speculator detection (vllm-project#27846) Signed-off-by: Peter Schuurman <psch@google.com> * [BUG] Make 'binary' default option for saving torch compile artifacts when using standalone_compile (vllm-project#27616) Signed-off-by: ahao-anyscale <ahao@anyscale.com> * [CI/Testing] Add basic single node dual batch overlap test (vllm-project#27235) Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com> * [Spec Decode] Integrate Suffix Decoding from Arctic Inference (vllm-project#25784) Co-authored-by: Aurick Qiao <aurick.qiao@snowflake.com> * [Feature][Benchmarks] Support `inf` burstiness (vllm-project#26941) Signed-off-by: Sophie du Couédic <sop@zurich.ibm.com> * [Bugfix][Qwen][Multimodal] Move Qwen2_5_vl sdpa to custom op and reenable compile (vllm-project#27764) Signed-off-by: Lucas Kabela <lucaskabela@meta.com> * [Bugfix] change FlashMLA reorder_batch_threshold (vllm-project#27777) Signed-off-by: Matthew Bonanni <mbonanni@redhat.com> * [Docs] add runai_streamer_sharded to LoadConfig (vllm-project#27937) Signed-off-by: Andy Xie <andy.xning@gmail.com> * Add TP parameter to attention tests (vllm-project#27683) Signed-off-by: Matthew Bonanni <mbonanni@redhat.com> * [Bugfix][plugin] fla crash on plugin (vllm-project#27322) * [Bugfix] Fix MoE Routing Simulation (vllm-project#28002) Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com> * Remove the tpu docker image nightly build. (vllm-project#27997) Signed-off-by: Qiliang Cui <derrhein@gmail.com> * [Bugfix][ROCm] Fix ViT rotary embeddings for torch.compile compatibility on ROCm (vllm-project#27748) Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com> * [LoRA] Lora shrink swizzle (vllm-project#27694) Signed-off-by: li2haipeng <44383182+li2haipeng@users.noreply.github.com> Signed-off-by: Haipeng Li <li2haipeng@gmail.com> Co-authored-by: Jee Jee Li <pandaleefree@gmail.com> * [Refactor] Lazy import tool_parser (vllm-project#27974) Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> * [NIXL][XPU] Pin NIXL version to 0.7.0 (vllm-project#27849) Signed-off-by: zhenwei-intel <zhenwei.liu@intel.com> * [Metrics] Enable sleep state metric outside of dev mode (vllm-project#27867) Signed-off-by: Mark McLoughlin <markmc@redhat.com> * [Bug] Batch invariant: Fix flash attn MLA `RuntimeError: scheduler_metadata must have shape (metadata_size)` (vllm-project#27884) * [CPU]Improve dynamic 4bit moe performance (vllm-project#27240) Signed-off-by: Zhang Xiangze <Xiangze.Zhang@arm.com> * [CI/Build] Update LM Eval Version in AMD CI (vllm-project#27944) Signed-off-by: zhewenli <zhewenli@meta.com> * [KV Connector] Make KVCacheConfig an explicit constructor argument (vllm-project#27887) Signed-off-by: Mark McLoughlin <markmc@redhat.com> * [Model] fix ernie45 reasoning_parser (vllm-project#27973) Signed-off-by: wangyafeng <wangyafeng@baidu.com> * [CI/Build] Fix OpenAI API correctness on AMD CI (vllm-project#28022) Signed-off-by: zhewenli <zhewenli@meta.com> * [BugFix][Performance] Restore flashinfer autotuning for all scenarios (vllm-project#27904) * Support worker reinitialization after hard pause; add task queue in FaultHandler to ensure sequential task execution Signed-off-by: fangyuchu <fangyuchu@qq.com> * resolve conflicts Signed-off-by: w00689259 <wangzhuo66@huawei.com> * resolve conflicts Signed-off-by: w00689259 <wangzhuo66@huawei.com> * resolve conflicts Signed-off-by: w00689259 <wangzhuo66@huawei.com> * Load tuned fused_moe_lora shrink and expand kernel configs separately (vllm-project#27435) Signed-off-by: Yu Gong <yu3.gong@gmail.com> Co-authored-by: Jee Jee Li <pandaleefree@gmail.com> * resolve conflicts Signed-off-by: w00689259 <wangzhuo66@huawei.com> * resolve conflicts Signed-off-by: w00689259 <wangzhuo66@huawei.com> * resolve conflicts Signed-off-by: w00689259 <wangzhuo66@huawei.com> * Support using Int4PreshuffledTensor after loading (vllm-project#26066) Signed-off-by: Jerry Zhang <jerryzh168@gmail.com> * [Core] Enable StatLogger in LLMEngine (vllm-project#28020) Signed-off-by: Zhuohan Li <zhuohan123@gmail.com> * [Model][Bugfix] fix pipeline parallelism support for NemotronH (vllm-project#27968) Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com> * [Model] add optimal triton fused moe configs for NemotronH MoE (vllm-project#27967) Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com> * [Kernels] Isolate modular kernel code from FusedMoEMethodBase subclasses. (vllm-project#27123) * [BugFix] Fix incorrect preallocated sampled_token_ids tensor size (vllm-project#28025) Signed-off-by: Nick Hill <nhill@redhat.com> * [Perf] SM100 - add swap AB optimization to CUTLASS FP8 GEMM (vllm-project#27284) Signed-off-by: Faqin Zhong <faqin.zhong@gmail.com> Co-authored-by: Faqin Zhong <zhofaqin@amazon.com> Co-authored-by: Michael Goin <mgoin64@gmail.com> * [PERF] Decouple projections from GDN custom op (vllm-project#27512) Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com> * [model] Add support for openPangu_Ultra_MoE (vllm-project#27521) Signed-off-by: yuantao <2422264527@qq.com> Signed-off-by: yt0428 <51468697+yt0428@users.noreply.github.com> Co-authored-by: Jee Jee Li <pandaleefree@gmail.com> * [PerfFix] Avoid separate thread for MP executor shm spin (vllm-project#28012) Signed-off-by: Nick Hill <nhill@redhat.com> * [AsyncScheduling] Don't schedule past request max_tokens (vllm-project#27922) Signed-off-by: Nick Hill <nhill@redhat.com> * Remove deprecated `--rope-scaling` and `--rope-theta` (vllm-project#28006) Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> * [ROCm][Perf] New design on ROCm AITER MHA backend Implementation (vllm-project#25763) Signed-off-by: ganyi <ygan@amd.com> * Added disable rule to track files under benchmarks/lib (vllm-project#28048) Signed-off-by: Nadav Kluger <nadav.k@fmr.ai> * [Multimodal] Make MediaConnector extensible. (vllm-project#27759) Signed-off-by: Chenheli Hua <huachenheli@outlook.com> * [ROCm] gemm_a16w16 upstreaming (vllm-project#26969) Signed-off-by: Aleksandr Malyshev <maleksan@amd.com> Co-authored-by: Aleksandr Malyshev <maleksan@amd.com> * Revert "[PERF] Decouple projections from GDN custom op" (vllm-project#28080) Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com> * add engine core ut Signed-off-by: w00689259 <wangzhuo66@huawei.com> * add engine core ut Signed-off-by: w00689259 <wangzhuo66@huawei.com> * [Qwen3-Next] MOE configs for A100-SXM4-80GB TP4 TP8 (vllm-project#27740) * [XPU] Add gpt-oss model support for Intel GPU (vllm-project#27786) Signed-off-by: Kunshang Ji <kunshang.ji@intel.com> * [CI/Build] Enable some fixed tests in AMD CI (vllm-project#28078) Signed-off-by: zhewenli <zhewenli@meta.com> * [V0 deprecation] Remove VLLM_USE_V1 usage in most modules (vllm-project#27955) Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com> * [Bugfix] Fix encoder-only model support for transformers backend (vllm-project#28021) Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn> Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> * [BugFix] Fix DCP Assert (AssertionError: DCP not support reorder_batch_threshold > 1 now.) (vllm-project#28100) Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com> * [Model, Core] Support Granite Speech & LoRA for STT (vllm-project#24455) * [Refactor] Lazy-loaded reasoning_parser (vllm-project#28092) Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> * [Refactor] to simplify and extract the shared logic between chat completion and responses (vllm-project#27961) Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> * [bugfix] fix wrong `dcp_local_seq_lens` calc (vllm-project#27518) Signed-off-by: Qiu <qiuchunshuo@huawei.com> * [Hybrid allocator + kv connector] revert connector test changes related to hybrid allocator (vllm-project#28011) Signed-off-by: KuntaiDu <kuntai@uchicago.edu> * [Misc] fix import error for DeepSeekR1ReasoningParser (vllm-project#28114) Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> * Fix excessive logging noise by reducing the log level of the MinimaxM2ToolParser import success message (vllm-project#27635) Signed-off-by: minatoaquaMK2 <jiacheng.yue@foxmail.com> * Bugfix: Cutlass FP8 FusedMoE bad scaling factors (vllm-project#27255) Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com> Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com> Co-authored-by: Michael Goin <mgoin64@gmail.com> * [Graph Partition][Cache] Use inductor partition ops config (vllm-project#27702) Signed-off-by: Boyuan Feng <boyuan@meta.com> * [XPU] Enable custom routing functions in IPEX for Llama4 (vllm-project#28004) Signed-off-by: frost-intel <frost.mitchell@intel.com> * add kimi reasoning parser (vllm-project#28128) Signed-off-by: wangzhengtao <wangzhengtao@msh.team> Co-authored-by: wangzhengtao <wangzhengtao@msh.team> * [DCP] check return_lse for all layers in dcp (vllm-project#27929) Signed-off-by: Chen Zhang <zhangch99@outlook.com> * [BugFix] Support EP/DP + EPLB with MTP (vllm-project#25311) Signed-off-by: ilmarkov <markovilya197@gmail.com> Signed-off-by: Sage Moore <sage@neuralmagic.com> Co-authored-by: Sage Moore <sage@neuralmagic.com> Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com> Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com> * Enabling cooperative multi-gpu tests on multi-gpu nodes (vllm-project#27986) Signed-off-by: Alexei V. Ivanov <alexei.ivanov@amd.com> * [ROCm][MLA] Support block-size > 1 for AITER MLA backend (vllm-project#27224) Signed-off-by: ganyi <ygan@amd.com> Co-authored-by: wuhuikx <hattie.wu@amd.com> * [Bugfix] Validate custom logits processor xargs for online serving (vllm-project#27560) Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn> * [misc] add vLLM Beijing Meetup (vllm-project#28127) Signed-off-by: Jiaju Zhang <jjzhang@redhat.com> * [Kernel] Fuse computation of g and beta for Gated Delta Net (vllm-project#28095) Signed-off-by: zjy0516 <riverclouds.zhu@qq.com> * [Core] add support for reasoning parser plugins (vllm-project#28075) Signed-off-by: walter beller-morales <walter.beller.morales@gmail.com> * [Bugfix] vLLM should check Inductor config for compile cache enablement status (vllm-project#27637) Signed-off-by: Yanan Cao <gmagogsfm@gmail.com> * [FlashInfer] Avoid FlashInfer block_size 16 + head_size 256 on blackwell (vllm-project#27994) Signed-off-by: Chen Zhang <zhangch99@outlook.com> * [CI]: Add LMCacheConnector Unit Tests (vllm-project#27852) Signed-off-by: Samuel Shen <slshen@uchciago.edu> Co-authored-by: Samuel Shen <slshen@uchciago.edu> Co-authored-by: Yihua Cheng <yihua98@uchicago.edu> * [Feature] Extend batch invariant torch.compile to B200 (vllm-project#27856) Signed-off-by: PaulZhang12 <paulzhan@fb.com> * [Bugfix] Fix Qwen3-Reranker-8B load (vllm-project#28117) Signed-off-by: wang.yuqi <noooop@126.com> * [Docs] Clean up README_TUNING.md (vllm-project#28088) Signed-off-by: windsonsea <haifeng.yao@daocloud.io> * [Hardware][IBM Z] Optimize s390x Dockerfile (vllm-project#28023) Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com> * [Chore] Remove Nemotron-Nano-VL config copy (vllm-project#28126) Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn> * [Docs] Add guide to debugging vLLM-torch.compile integration (vllm-project#28094) Signed-off-by: Richard Zou <zou3519@gmail.com> * [Feature]: Add corrupted request metric to V1 metrics system. (vllm-project#27306) Signed-off-by: atalhens <sneh.lata@nutanix.com> * [CI/Build] Update checking logic in cutlass_group_gemm_supported (vllm-project#27948) Signed-off-by: zhewenli <zhewenli@meta.com> * [CI/Build] Fix `test_defaults_with_usage_context` in AMD CI (vllm-project#27926) Signed-off-by: zhewenli <zhewenli@meta.com> * [Core][Hybrid allocator + connector 2/n] Unify `remove_skipped_blocks` by `get_last_useful_token` (vllm-project#25431) Signed-off-by: KuntaiDu <kuntai@uchicago.edu> * [Debugging] Add annotation for easier trace analysis (vllm-project#22496) * [PERF] Decouple projections from GDN custom op. Attempt 2 (vllm-project#28083) Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com> * [Bug] Fix cpu disable shared_experts `VLLM_DISABLE_SHARED_EXPERTS_STREAM` (vllm-project#28157) Signed-off-by: yewentao256 <zhyanwentao@126.com> * [Bug] Fix env string `"0"` same to `True` (vllm-project#28159) Signed-off-by: yewentao256 <zhyanwentao@126.com> * Ensure WorkerGuard command execution returns result; fix missing set_device when TP>1 Signed-off-by: fangyuchu <fangyuchu@qq.com> * [Feature] Enable TP + EP `shared_experts` overlap with router, 3.7% E2E performance improvement (vllm-project#28164) Signed-off-by: yewentao256 <zhyanwentao@126.com> * [CI Failure] `nm-testing/Qwen2-0.5B-Instruct-FP8-SkipQKV` was removed from HF. Skip it in tests (vllm-project#28170) Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com> * [Misc] Remove the duplicate code (vllm-project#28111) Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> * rename& format logger Signed-off-by: w00689259 <wangzhuo66@huawei.com> * rename& format logger Signed-off-by: w00689259 <wangzhuo66@huawei.com> * feat(nccl): enable non-blocking NCCL communicators to support ncclCommAbort Signed-off-by: fangyuchu <fangyuchu@qq.com> --------- Signed-off-by: w00689259 <wangzhuo66@huawei.com> Signed-off-by: a798347923 <2645302020@qq.com> Signed-off-by: fangyuchu <fangyuchu@qq.com> Signed-off-by: zWaNg3 <37772915+zWaNg3@users.noreply.github.com> Signed-off-by: a798347923 <39047817+a798347923@users.noreply.github.com> Signed-off-by: Sungyoon Jeong <sungyoon.jeong@furiosa.ai> Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com> Signed-off-by: Rémi Delacourt <remi@mistral.ai> Signed-off-by: Rémi Delacourt <54138269+Flechman@users.noreply.github.com> Signed-off-by: remi <remi@mistral.ai> Signed-off-by: Kunshang Ji <kunshang.ji@intel.com> Signed-off-by: Misha Efimov <mef@google.com> Signed-off-by: Jee Jee Li <pandaleefree@gmail.com> Signed-off-by: zhangyue <zhangyue66@baidu.com> Signed-off-by: Roger Wang <hey@rogerw.io> Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn> Signed-off-by: zhangyue66 <zhangyue66@baidu.com> Signed-off-by: gnovack <gnovack@amazon.com> Signed-off-by: Peter Schuurman <psch@google.com> Signed-off-by: ahao-anyscale <ahao@anyscale.com> Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com> Signed-off-by: Sophie du Couédic <sop@zurich.ibm.com> Signed-off-by: Lucas Kabela <lucaskabela@meta.com> Signed-off-by: Matthew Bonanni <mbonanni@redhat.com> Signed-off-by: Andy Xie <andy.xning@gmail.com> Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com> Signed-off-by: Qiliang Cui <derrhein@gmail.com> Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com> Signed-off-by: li2haipeng <44383182+li2haipeng@users.noreply.github.com> Signed-off-by: Haipeng Li <li2haipeng@gmail.com> Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com> Signed-off-by: zhenwei-intel <zhenwei.liu@intel.com> Signed-off-by: Mark McLoughlin <markmc@redhat.com> Signed-off-by: Zhang Xiangze <Xiangze.Zhang@arm.com> Signed-off-by: zhewenli <zhewenli@meta.com> Signed-off-by: wangyafeng <wangyafeng@baidu.com> Signed-off-by: Yu Gong <yu3.gong@gmail.com> Signed-off-by: Jerry Zhang <jerryzh168@gmail.com> Signed-off-by: Zhuohan Li <zhuohan123@gmail.com> Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com> Signed-off-by: Nick Hill <nhill@redhat.com> Signed-off-by: Faqin Zhong <faqin.zhong@gmail.com> Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com> Signed-off-by: yuantao <2422264527@qq.com> Signed-off-by: yt0428 <51468697+yt0428@users.noreply.github.com> Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> Signed-off-by: ganyi <ygan@amd.com> Signed-off-by: Nadav Kluger <nadav.k@fmr.ai> Signed-off-by: Chenheli Hua <huachenheli@outlook.com> Signed-off-by: Aleksandr Malyshev <maleksan@amd.com> Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com> Signed-off-by: Qiu <qiuchunshuo@huawei.com> Signed-off-by: KuntaiDu <kuntai@uchicago.edu> Signed-off-by: minatoaquaMK2 <jiacheng.yue@foxmail.com> Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com> Signed-off-by: Boyuan Feng <boyuan@meta.com> Signed-off-by: frost-intel <frost.mitchell@intel.com> Signed-off-by: wangzhengtao <wangzhengtao@msh.team> Signed-off-by: Chen Zhang <zhangch99@outlook.com> Signed-off-by: ilmarkov <markovilya197@gmail.com> Signed-off-by: Sage Moore <sage@neuralmagic.com> Signed-off-by: Alexei V. Ivanov <alexei.ivanov@amd.com> Signed-off-by: Jiaju Zhang <jjzhang@redhat.com> Signed-off-by: zjy0516 <riverclouds.zhu@qq.com> Signed-off-by: walter beller-morales <walter.beller.morales@gmail.com> Signed-off-by: Yanan Cao <gmagogsfm@gmail.com> Signed-off-by: Samuel Shen <slshen@uchciago.edu> Signed-off-by: PaulZhang12 <paulzhan@fb.com> Signed-off-by: wang.yuqi <noooop@126.com> Signed-off-by: windsonsea <haifeng.yao@daocloud.io> Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com> Signed-off-by: Richard Zou <zou3519@gmail.com> Signed-off-by: atalhens <sneh.lata@nutanix.com> Signed-off-by: yewentao256 <zhyanwentao@126.com> Co-authored-by: fangyuchu <fangyuchu@qq.com> Co-authored-by: a798347923 <2645302020@qq.com> Co-authored-by: w00689259 <wangzhuo66@huawei.com> Co-authored-by: fangyuchu <569160112@qq.com> Co-authored-by: TianZhuo <2770730562@qq.com> Co-authored-by: a798347923 <39047817+a798347923@users.noreply.github.com> Co-authored-by: Sungyoon Jeong <157349761+n0gu-furiosa@users.noreply.github.com> Co-authored-by: Chauncey <chaunceyjiang@gmail.com> Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com> Co-authored-by: Rémi Delacourt <54138269+Flechman@users.noreply.github.com> Co-authored-by: Benjamin Chislett <bchislett@nvidia.com> Co-authored-by: Kunshang Ji <kunshang.ji@intel.com> Co-authored-by: Misha Efimov <mef@google.com> Co-authored-by: Jee Jee Li <pandaleefree@gmail.com> Co-authored-by: zhang-prog <69562787+zhang-prog@users.noreply.github.com> Co-authored-by: Roger Wang <hey@rogerw.io> Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn> Co-authored-by: gnovack <gnovack@amazon.com> Co-authored-by: pwschuurman <psch@google.com> Co-authored-by: ahao-anyscale <ahao@anyscale.com> Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com> Co-authored-by: Aurick Qiao <aurickq@users.noreply.github.com> Co-authored-by: Aurick Qiao <aurick.qiao@snowflake.com> Co-authored-by: Sophie du Couédic <sop@zurich.ibm.com> Co-authored-by: Lucas Kabela <lucaskabela@meta.com> Co-authored-by: Matthew Bonanni <mbonanni@redhat.com> Co-authored-by: Ning Xie <andy.xning@gmail.com> Co-authored-by: Hank_ <37239608+ILikeIneine@users.noreply.github.com> Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com> Co-authored-by: QiliangCui <derrhein@gmail.com> Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com> Co-authored-by: li2haipeng <44383182+li2haipeng@users.noreply.github.com> Co-authored-by: liuzhenwei <zhenwei.liu@intel.com> Co-authored-by: Mark McLoughlin <markmc@redhat.com> Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com> Co-authored-by: xiangze-arm <Xiangze.Zhang@arm.com> Co-authored-by: Zhewen Li <zhewenli@meta.com> Co-authored-by: CSWYF3634076 <wangyafeng@baidu.com> Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com> Co-authored-by: yugong333 <yu3.gong@gmail.com> Co-authored-by: Jerry Zhang <jerryzh168@gmail.com> Co-authored-by: Zhuohan Li <zhuohan123@gmail.com> Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com> Co-authored-by: bnellnm <49004751+bnellnm@users.noreply.github.com> Co-authored-by: Nick Hill <nhill@redhat.com> Co-authored-by: lyrisz <145491716+LyrisZhong@users.noreply.github.com> Co-authored-by: Faqin Zhong <zhofaqin@amazon.com> Co-authored-by: Michael Goin <mgoin64@gmail.com> Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com> Co-authored-by: yt0428 <51468697+yt0428@users.noreply.github.com> Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com> Co-authored-by: Pleaplusone <pleaplusone.gy@gmail.com> Co-authored-by: nadavkluger <nadav.kluger@gmail.com> Co-authored-by: Chenheli Hua <huachenheli@outlook.com> Co-authored-by: Aleksandr Malyshev <164964928+maleksan85@users.noreply.github.com> Co-authored-by: Aleksandr Malyshev <maleksan@amd.com> Co-authored-by: tou <57480529+toulzx@users.noreply.github.com> Co-authored-by: wangxiyuan <wangxiyuan1007@gmail.com> Co-authored-by: Alex Brooks <alex.brooks@ibm.com> Co-authored-by: Qiu <chunshuoq@gmail.com> Co-authored-by: Kuntai Du <kuntai@uchicago.edu> Co-authored-by: Eric Yue <jiacheng.yue@foxmail.com> Co-authored-by: amirkl94 <203507526+amirkl94@users.noreply.github.com> Co-authored-by: Boyuan Feng <boyuan@meta.com> Co-authored-by: Frost Mitchell <frost.mitchell@intel.com> Co-authored-by: bigmoyan <moyan_work@foxmail.com> Co-authored-by: wangzhengtao <wangzhengtao@msh.team> Co-authored-by: Chen Zhang <zhangch99@outlook.com> Co-authored-by: Ilya Markov <markovilya197@gmail.com> Co-authored-by: Sage Moore <sage@neuralmagic.com> Co-authored-by: Alexei-V-Ivanov-AMD <156011006+Alexei-V-Ivanov-AMD@users.noreply.github.com> Co-authored-by: wuhuikx <hattie.wu@amd.com> Co-authored-by: Jiaju Zhang <jjzhang@redhat.com> Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com> Co-authored-by: Walter Beller-Morales <walterbm@users.noreply.github.com> Co-authored-by: gmagogsfm 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…nt status (vllm-project#27637) Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>

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vLLM should check Inductor config for compile cache enablement status

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[Bug]: TORCHINDUCTOR_FORCE_DISABLE_CACHES=1 fails with vLLM-compile in torch <= 2.7.1 #21858

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ZhengHongming888 pushed a commit to ZhengHongming888/vllm that referenced this pull request Nov 8, 2025

[Bugfix] vLLM should check Inductor config for compile cache enableme…

7f941e8

…nt status (vllm-project#27637) Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>

	get_current_vllm_config().compilation_config.inductor_compile_config.force_disable_caches
	compilation_config.inductor_compile_config.get("force_disable_caches", False)

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[Bugfix] vLLM should check Inductor config for compile cache enablement status #27637

[Bugfix] vLLM should check Inductor config for compile cache enablement status #27637

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mergify bot commented Nov 3, 2025

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gmagogsfm commented Nov 5, 2025

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gmagogsfm commented Oct 28, 2025 •

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