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[KV Connector] Handle Mooncake finish after preemption#43281

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zhewenl:fix/mooncake-preempted-finish-tracker
May 25, 2026
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[KV Connector] Handle Mooncake finish after preemption#43281
vllm-bot merged 4 commits into
vllm-project:mainfrom
zhewenl:fix/mooncake-preempted-finish-tracker

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@zhewenl zhewenl commented May 21, 2026

Under high KV-cache pressure (kv_usage ≥ 99 %, 7–8 concurrent prompts queued for save),
vLLM calls MooncakeStoreConnector.request_finished for a request whose tracker was
already removed from self._request_trackers. The blanket assert tracker is not None
on line 370 kills the EngineCore process, which cascades to AsyncLLM and shuts down
the whole API server.

File ".../vllm/v1/core/sched/scheduler.py", 1838 in finish_requests
    self._free_request(request, delay_free_blocks=delay_free_blocks)
File ".../vllm/v1/core/sched/scheduler.py", 1847 in _free_request
    connector_delay_free_blocks, kv_xfer_params = self._connector_finished(request)
File ".../vllm/v1/core/sched/scheduler.py", 2052 in _connector_finished
    return self.connector.request_finished(request, block_ids[0])
File ".../mooncake/store/connector.py", 151 in request_finished
    return self.connector_scheduler.request_finished(request, block_ids)
File ".../mooncake/store/scheduler.py", 370 in request_finished
    assert tracker is not None
AssertionError

[Bugfix][KVConnector] Handle Mooncake finish after preemption
4de9efe 
Co-authored-by: OpenAI Codex <codex@openai.com>

Signed-off-by: Zhewen Li <zhewenli@inferact.ai>
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Code Review

This pull request updates the MooncakeStoreScheduler to gracefully handle cases where a request is finished but its tracker is missing, which can happen if the request was preempted. The previous assertion has been replaced with a conditional check that logs a debug message and returns a default value. A new unit test was also added to verify this behavior. I have no feedback to provide as there were no review comments to evaluate.

@zhewenl zhewenl marked this pull request as ready for review May 21, 2026 17:21
@zhewenl zhewenl added the ready ONLY add when PR is ready to merge/full CI is needed label May 21, 2026
This was referenced May 21, 2026
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Merged
Merge remote-tracking branch 'upstream/main' into fix/mooncake-preemp…
964d86d 
…ted-finish-tracker

# Conflicts:
#	tests/v1/kv_connector/unit/test_mooncake_store_scheduler.py

Signed-off-by: Zhewen Li <zhewenli@inferact.ai>
@zhewenl zhewenl force-pushed the fix/mooncake-preempted-finish-tracker branch from 9c4465a to 964d86d Compare May 22, 2026 17:42
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54e825a 
Signed-off-by: Zhewen Li <zhewenli@inferact.ai>
ivanium
ivanium approved these changes May 25, 2026
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LGTM! Two minor comments.

Comment thread vllm/distributed/kv_transfer/kv_connector/v1/mooncake/store/scheduler.py Outdated
Comment on lines 379 to 386
if tracker is None:
logger.debug(
"request_finished called for request %s without a tracker; "
"it may have been preempted before finishing",
request.request_id,
)
return False, None
if tracker.num_saved_tokens <= 0:
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Maybe merge these two: https://github.com/vllm-project/vllm-ascend/blob/56625a48cc5fae2d2e73c3128950b61bfb080df2/vllm_ascend/distributed/kv_transfer/kv_pool/ascend_store/pool_scheduler.py#L518

I realized that there are several cases where tracker will be None, for example, when a req is aborted by vllm scheduler. So let's leave a comment here rather than debug logging.

Comment thread vllm/distributed/kv_transfer/kv_connector/v1/mooncake/store/data.py Outdated
# request it includes previously-generated tokens, which are re-prefilled.
prefill_end_tokens: int = 0

def reset_after_preemption(self) -> None:
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maybe just reset

update
86774e5 
Signed-off-by: Zhewen Li <zhewenli@inferact.ai>
@vllm-bot vllm-bot merged commit 873758c into vllm-project:main May 25, 2026
64 of 65 checks passed
h1t35h pushed a commit to h1t35h/vllm that referenced this pull request May 26, 2026
@zhewenl @h1t35h
[KV Connector] Handle Mooncake finish after preemption (vllm-project#…
65e5972 
…43281)

Signed-off-by: Zhewen Li <zhewenli@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
Liuweixiong0118 pushed a commit to Liuweixiong0118/vllm that referenced this pull request Jun 1, 2026
@zhewenl @Liuweixiong0118
[KV Connector] Handle Mooncake finish after preemption (vllm-project#…
88c028c 
…43281)

Signed-off-by: Zhewen Li <zhewenli@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
Signed-off-by: Liuweixiong0118 <lwx34158427@gmail.com>
hynky1999 added a commit to macrodata-labs/vllm that referenced this pull request Jun 2, 2026
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Merge upstream vLLM main (#5)
9e72676 
* [MM] Enable FlashInfer metadata support for Qwen2.5-VL vision attention (#42787)

Signed-off-by: Hua Huang <huah@nvidia.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

* [Docs] Fix stale version number in token_embed.md (#43488)

Signed-off-by: holegots <ikun3.1415927@gmail.com>

* [Docs] Fix stale version number in token_classify.md (#43489)

Signed-off-by: holegots <ikun3.1415927@gmail.com>

* [MoE] Migrate W4A8 CT to oracle kernel setup (#42680)

Signed-off-by: Siddharth Bedekar <bedeksid@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>

* [Mooncake] Add metrics for MooncakeStoreConnector operations (#43392)

* [ROCm][Critical] Fix the GDN import bug (#43486)

Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>

* Revert "[Misc] add humming to dependencies" (#43492)

* [Bugfix] Fix reasoning dropped on streaming boundary deltas (#42691)

Signed-off-by: sfeng33 <4florafeng@gmail.com>

* [Model Runner v2] Force v1 runner for tests (#43233)

Signed-off-by: yewentao256 <zhyanwentao@126.com>

* [KV Connector] Keep MooncakeStore full hits block-aligned (#43494)

Signed-off-by: Dao Le <daole@inferact.ai>
Signed-off-by: Dao Le <Dao007forever@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>

* [kv_offload]: Add DSv4 support (#43142)

Signed-off-by: Or Ozeri <oro@il.ibm.com>

* [ROCm][CI] Stabilize 400 error return code for invalid schema inputs (#43016)

Signed-off-by: Andreas Karatzas <akaratza@amd.com>

* [ROCm] [DSv4] [Perf] Support DeepSeek v4 MTP (#43385)

Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>

* Tuning script and configs for Triton Mamba SSU kernel (#43083)

Signed-off-by: Banani Ghosh <bg2502@nyu.edu>
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
Co-authored-by: Banani Ghosh <bg2502@nyu.edu>

* File system secondary tier implemented in python (#41735)

Signed-off-by: Rotem Shavitt <rshavitt@gmail.com>
Signed-off-by: Or Ozeri <oro@il.ibm.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>

* [Kernel] Add mhc_pre_big_fuse_with_norm_tilelang  (#43474)

Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>

* fix: MoE model using shared routed experts crashes on AMD GPUs (#42373)

Signed-off-by: weizhou.lan@daocloud.io <weizhou.lan@daocloud.io>

* [Docs] Reorganize offline inference docs.  (#43552)

Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

* [Docker] Non-root support for vllm-openai; add opt-in vllm-openai-nonroot target (#40275)

Signed-off-by: TheDuyIT <nduy250299@gmail.com>
Signed-off-by: dtnguyen <dtnguyen@nvidia.com>
Co-authored-by: Claude <noreply@anthropic.com>

* [Feat][KVConnector] Support DSV4 in SimpleCPUOffloadBackend (#42296)

Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>

* [Doc] Add section on escalating stalled contributions (#43568)

Signed-off-by: esmeetu <jasonailu87@gmail.com>

* Reduce memory usage for granite_speech. (#42933)

Signed-off-by: Yihuki <wangbovbvb@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

* [KV Connector] Handle Mooncake finish after preemption (#43281)

Signed-off-by: Zhewen Li <zhewenli@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>

* [Misc] Print accuracy value for PD tests even on success  (#43583)

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

* [Kernel] Remove NormGateLinear (#43554)

Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>

* [XPU] Ensure RNG offset alignment with PyTorch requirements in XPU sampler (#43028)

Signed-off-by: chaojun-zhang <chaojun.zhang@intel.com>
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
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Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

* [LoRA] Add one shot triton kernel For MoE LoRA (#42290)

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

* [DeepSeek V4] Move MegaMoE input prep kernel to nvidia/ops (#43632)

Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>

* [KV Connector][Bugfix] MooncakeStore: don't double-apply Eagle prune in load_mask (#43516)

Signed-off-by: Dao Le <daole@inferact.ai>
Signed-off-by: Dao Le <Dao007forever@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>

* [KV Connector] Propagate MooncakeStore load failures (#42788)

Signed-off-by: Dao Le <Dao007forever@gmail.com>

* [Bugfix] fix device mismatch in MiniCPM-o-4_5 resampler (#43194)

Signed-off-by: Yan Ma <yan.ma@intel.com>

* [Frontend] Split the offline inference APIs and utils. (#43553)

Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

* [Bugfix][Model] Fix GPT2ForSequenceClassification sub-module prefix (#43579)

Signed-off-by: QingZhou-YangHY <3868850350@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

* [GDN] GDN Prefill kernel for SM100 (#43273)

Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>

* [CPU] Enable non-divisible GQA for decode workitems in mixed batches (#43032)

Signed-off-by: zhejiangxiaomai <zhenhui.zhao@intel.com>

* Upgrade tpu-inference to v0.20.0 (#43394)

* Add CuTe DSL sparse compressor support (#43584)

Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>

* [chores][log] change registry log from `warning` to `debug` (#43045)

Signed-off-by: Hank <hcc.mayday@gmail.com>

* [Bugfix] Apply fc_norm in Eagle3DeepseekV2 combine_hidden_states (#43482)

Signed-off-by: Yubo Wang <yubowang2019@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>

* [KV Transfer] Enable HMA by default for connectors that support it (#41847)

Signed-off-by: Ethan Feng <ethan.fengch@gmail.com>

* [Misc][Refactor][ROCm] Convert MoRI-related envvars to extra config args (#43303)

Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>

* [Misc] Support interleaved custom image benchmark datasets (#43636)

Signed-off-by: ThibaultCastells <thib.castells@icloud.com>

* [Reasoning] [Bugfix] Reject invalid thinking_token_budget values (#43402)

Signed-off-by: linzm1007 <linzm1007@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

* [Model] Use AutoWeightsLoader for InternLM2 (#38278)

Signed-off-by: Jesus De Jesus <dejesus.9297@gmail.com>
Signed-off-by: javierdejesusda <javier.dejesusj9@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>

* [XPU] Fix fused MoE LoRA kernel crash on XPU by using platform-agnos num_compute_units (#43646)

Signed-off-by: Chaojun,Zhang <chaojun.zhang@intel.com>

* Fix CuPy runtime deps and restore humming (#43530)

Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>

* [Docs][ROCm] MoRI-IO Connector Usage Guide (#43603)

Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Signed-off-by: Simon Danielsson <70206058+simondanielsson@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

* [ROCm][CI] Extend ROCm quick reduce coverage (#40990)

Signed-off-by: Andreas Karatzas <akaratza@amd.com>

* [Feat][DSV4] Fuse q pad into deepseek v4 fused kernel (#43162)

* [MoE Refactor] Migrate ModelOptMxFp8FusedMoE to oracle (#42768)

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

* [MoE Refactor] W4a8 int8 oracle (#42789)

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

* [ROCm] Remove MegaMoE integration in deepseek v4 (#43629)

Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>

* Add LM head quantization support for ModelOpt (#42124)

Signed-off-by: weimingc <17592131+meenchen@users.noreply.github.com>

* [Doc] Add line limit to AGENTS.md (#43635)

Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>

* [DSv4] Drop _get_compressed_kv_buffer in DeepseekCompressor (#43690)

Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>

* [CI] Soft-fail AMD entrypoints mirror tests (#43709)

Signed-off-by: Kevin Luu <kevin@inferact.ai>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* [Kernel] Porting  fuse_minimax_qk_norm  to manual fusion (#43410)

Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>

* [KV Connector] MooncakeStore: drop dead discard_partial_chunks parameter (#43627)

Signed-off-by: Zhewen Li <zhewen@inferact.ai>
Co-authored-by: Zhewen Li <zhewen@inferact.ai>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* [Bugfix][V1] Fix TOCTOU race causing intermittent `EADDRINUSE` on multi-API-server DP startup (#42585)

Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
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* [ci] Add arm64 ci image (#41303)

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Signed-off-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* [Bugfix] Split attention groups by num_heads_q for spec-decode drafts (#43543)

Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>

* [Rust Frontend] Add reasoning/tool parser & renderer roundtrip tests (#43582)

Signed-off-by: Bugen Zhao <i@bugenzhao.com>

* [ROCm][CI] Fix ROCm multimodal Qwen2.5-VL activation compile and Phi4MM ragged image mask handling (#43647)

Signed-off-by: Andreas Karatzas <akaratza@amd.com>

* [Perf] Optimize Fp8BlockScaledMMLinearKernel input_scale tensor using new_empty() (#43677)

Signed-off-by: Xin Yang <xyangx@amazon.com>

* [Attention] Make FlexAttention and FlashAttention use num-blocks first layouts (#42095)

Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>

* [MLA][Attention] Add OOT MLA prefill backend registration mechanism (#43325)

Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>

* [Deprecation] Deprecate functions as scheduled for v0.21.0 (#43358)

Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

* [DSv4] Refactor compressor & Fix ROCm compatibility (#43710)

Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>

* Fix test_aot_compile for torch 2.12 (#43695)

Signed-off-by: Angela Yi <yiangela7@gmail.com>

* [KVConnector][Mooncake] Wire reset_cache cascade end-to-end (#42694)

Signed-off-by: aoshen524 <aoshen524@gmail.com>
Signed-off-by: Ao Shen <aoshen@inferact.ai>
Co-authored-by: aoshen524 <aoshen524@gmail.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* [ROCm][Perf] Expose AITER MoE sorting dispatch policy via env var (#39177)

Signed-off-by: nholmber <nholmber@users.noreply.github.com>

* [MRV2][BugFix] Fix KV connector handling in spec decode case (#43719)

Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>

* [Frontend] Add MiniCPM5 XML tool call parser (#43175)

Signed-off-by: zhangtao <zhangtao2@modelbest.cn>
Signed-off-by: zhangtao2 <zhangtao2@modelbest.cn>
Co-authored-by: zhangtao <zhangtao2@modelbest.cn>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>

* [ROCm][GPT-OSS] Avoid repeated compile-time `cos_sin_cache.to(bf16)` casts in rotary path (#42833)

Signed-off-by: Aakif Nawaz <aakif.nawaz@amd.com>

* [Doc] Add Ascend NPU tab to the quickstart installation guide (#43550)

Signed-off-by: Aditya Singh <adisin650@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

* [Rust Frontend] Align tool parser fallback behavior between streaming & non-streaming paths (#43662)

Signed-off-by: Bugen Zhao <i@bugenzhao.com>

* [Docs] Fix MLA prefill backend default docs (#43697)

Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>

* [Kernel] Enable TritonW4A16LinearKernel as CUDA fallback for non-Marlin-aligned W4A16 shapes (#43731)

Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>

* [Bugfix] Map reasoning_effort to enable_thinking in chat template kwargs (#43401)

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* [Quantization] Fix Humming RoutedExperts import (#43540)

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* Validate against some config fields being set to 0 (#43794)

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* [Bugfix][DFlash]allocate the proper number of lookahead slots (#43733)

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* Fix Qwen3-VL and Qwen3-omni-thinker accuracy degradation from deepstack inputs under torch.compile (#43617)

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* Add @AndreasKaratzas to CODEOWNERS (#43740)

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* [Rust Frontend] Introduce mock engine for benchmark baseline (#43469)

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* Fix RunAI streamer tensor buffer reuse during weight loading (#43464)

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* [BUGFIX] Multimodal benchmark with MistralTokenizer (#42965)

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* Add Cosmos3 Reasoner model (#43356)

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amd-callumm added a commit to ROCm/vllm that referenced this pull request Jun 2, 2026
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Merge upstream vLLM code into gfx11 (#983)
cdd11a6 
* [XPU] add gptq(int4) support (#37844)

Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>

* [UX] Add a persistent cache for FlashInfer autotuning (#42537)

Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>

* [Bugfix][MRV2] Fix KVCache tensor explicit `kernel_block_size` dim (#42766)

Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>

* [Model Refactoring] Move DeepSeek V4 layers to `models/deepseek_v4/` [2/N] (#43039)

Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>

* add cutedsl dsv4 indexer fp8 kernel (#42899)

Signed-off-by: george <george@inferact.ai>
Co-authored-by: george <george@inferact.ai>

* [Bugfix][KV Connector] Fix SimpleCPUOffloadScheduler TOCTOU between Phase A and Phase B (#42289)

Signed-off-by: Qiuyang Yue <yueqiuyang1389@gmail.com>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: gemini-code-assist <noreply@google.com>

* [ci] Route 28 gpu_1_queue tests to h200_35gb queue (#43030)

Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix: use keyword arguments for shard_id and expert_id in weight_loade… (#42671)

Signed-off-by: junyanxu <junyanxu5513@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

* [Docs] Add SVG images for pooling models. (#42626)

Signed-off-by: Gracie Guo <gracieguo@Gracies-MacBook-Pro.local>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: Gracie Guo <gracieguo@Gracies-MacBook-Pro.local>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>

* [XPU] Use custom op collective behavior  (#41354)

Signed-off-by: Chaojun,Zhang <chaojun.zhang@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>

* [Misc] Aligning tokwise pooler heads for consistency (#43041)

Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>

* [Docs] Reorganize online serving docs. (#41907)

Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
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Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

* [Frontend] Consolidate beam search by BeamSearchMixin. (#42946)

Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>

* [Model Refactoring] Move deepseek_v4_ops to models/deepseek_v4 [3/N] (#43073)

Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>

* [bug] AsyncScheduler drops first post-resume token after pause_generation + clear_cache (#42117)

Signed-off-by: hao-aaron <ahao@anyscale.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

* [KVConnector][DSV4] HMA support for Mooncake store connector (#42828)

Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>

* [Model Refactoring] Rename deepseek_v4.py to model.py [4/N] (#43077)

Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>

* [Misc][MM] Remove redundant code in CLIPAttention (#43046)

Signed-off-by: shen-shanshan <467638484@qq.com>

* [CI] Add MTP + PD disagg test for Qwen3.5 (#42677)

Signed-off-by: ZhanqiuHu <zhu@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>

* [Bugfix] Fix top logprobs token placeholders in `/inference/v1/generate` (#42887)

Signed-off-by: Sage Ahrac <sagiahrak@gmail.com>

* [Perf][4/n] Eliminate various GPU<->CPU syncs (#42347)

Signed-off-by: Nick Hill <nickhill123@gmail.com>

* [XPU] update xpu graph usage (#43043)

Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>

* [Model] Openvla support (#42654)

Signed-off-by: Wang Yiwen <121547057+yiwen101@users.noreply.github.com>

* [Refactor] Extract extract_types_from_schema utility from Minimax M2 tool parser (#43025)

Signed-off-by: sfeng33 <4florafeng@gmail.com>

* [Misc] add humming to dependencies (#42540)

Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>

* [feat] Add FP8 per-tensor Q scale support to Triton attention backend (#42080)

Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>

* [Docs] Fix MooncakeStoreConnector role in disaggregated example (#42994)

Signed-off-by: Dao Le <Dao007forever@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>

* [Bugfix][MoE] FlashInfer one-sided: workspace union across heterogeneous layers (#42976)

Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>

* [CI failure] Temporarily disable using persistent cache for flashinfer autotune (#43119)

Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

* [ci] Move language models tests (hybrid) back to L4 (#43129)

Signed-off-by: Kevin H. Luu <khluu000@gmail.com>

* [Model] Support post-norm architecture for EAGLE-3 supeculators (#42764)

Signed-off-by: Doğaç Eldenk <dogacel@gmail.com>

* Fix error in Dynamic NTK scaling (#41277)

Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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* [CPU][DOC] Fix installation commands for Arm CPUs (#43115)

Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>

* [bug] fix WeightTransferConfig.backend to allow for all strings (#43121)

Signed-off-by: ahao-anyscale <ahao@anyscale.com>

* [MRV2][BugFix] Fix default-stream CG capture in P/W LoRA case (#43160)

Signed-off-by: Nick Hill <nickhill123@gmail.com>

* [Cohere] Enable Cohere MoE (#43143)

Signed-off-by: Terrencezzj <terrence@cohere.ai>

* [Perf][Bugfix] Update dflash aux layer indexing (#40727)

Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>

* add enqueue all option to throughput benchmark (#42975)

Signed-off-by: Philip Maybank <pmaybank@amd.com>
Signed-off-by: pmaybank <113125070+pmaybank@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

* [Perf] Avoid forward scan for async output placeholders (#42938)

* [CI] Add DSV4-Flash to gsm8k moe-refactor/config-b200.txt (#42111)

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

* [KV Offload] Pass `OffloadingSpec` instead of `VllmConfig` to secondary tiers (#43076)

Signed-off-by: Ronen Schaffer <ronen.schaffer@ibm.com>

* [ci] Revert model executor test back to L4 (#43188)

Signed-off-by: Kevin H. Luu <khluu000@gmail.com>

* [Docs][PD][NIXL] Lease extension mechanism for blocks on P (#43099)

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Please see https://github.com/Inferact/vllm-frontend-rs for full original commit history.

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Co-authored-by: aoshen524 <aoshen524@gmail.com>
Co-authored-by: Nico Holmberg <nico.holmberg@amd.com>
Co-authored-by: zhangtao2-1 <478679312@qq.com>
Co-authored-by: zhangtao <zhangtao2@modelbest.cn>
Co-authored-by: Aditya Singh <60082699+adityasingh2400@users.noreply.github.com>
Co-authored-by: Injae Ryou <injaeryou@gmail.com>
Co-authored-by: Chunyang Wen <chunyang.wen@gmail.com>
Co-authored-by: jatseng-ai <jatseng@amd.com>
Co-authored-by: Minh Vu <vuhoangminh97@gmail.com>
mvanhorn pushed a commit to mvanhorn/vllm that referenced this pull request Jun 4, 2026
@zhewenl @mvanhorn
[KV Connector] Handle Mooncake finish after preemption (vllm-project#…
3c00092 
…43281)

Signed-off-by: Zhewen Li <zhewenli@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
Signed-off-by: Matt Van Horn <455140+mvanhorn@users.noreply.github.com>
andakai pushed a commit to andakai/vllm that referenced this pull request Jun 4, 2026
@zhewenl
[KV Connector] Handle Mooncake finish after preemption (vllm-project#…
9aba4f8 
…43281)

Signed-off-by: Zhewen Li <zhewenli@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
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kv-connector ready ONLY add when PR is ready to merge/full CI is needed v1

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