Gao Han
62aeffd15c
Merge branch 'main' into fix/tp-local-kv-recv-consensus
2026-08-01 23:23:52 +08:00
tzhouam and Claude Fable 5
bac3eafc18
review: scope KV receive consensus to the TP group, compare full KV state
...
Address both P1 review comments:
- The exchange now runs on the stage's tensor-model-parallel group
(vLLM parallel state) instead of pt.world. World also holds DP
replicas and PP stages working on different requests, so the old
group could mix verdicts across requests and — worse — deadlock if
one replica skipped the exchange (dummy request) while another
entered it. Within the TP group every skip guard is symmetric.
- Ranks now exchange (primary_received, sorted applied-KV roles)
instead of a bare flag, using the same field enumeration as
apply/broadcast, so partially-received CFG companion KV
(cfg_text/cfg_img) diverging between ranks is caught too. Verdict is
identical-state-everywhere: any divergence clears KV on every rank;
symmetric absence is kept because it is consistent (Bagel's empty
unconditional branch).
Local e2e rerun of test_bagel[tp_vae_patch_parallel_2] passed and the
new path fired on a real divergence (one rank primary+metadata, the
other only cfg_kv_request_ids) — both ranks fell back together.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
2026-08-01 16:29:29 +08:00
akshatvishu
cd5daaea6a
[BugFix][Metrics] Fix per-stage time and token stats in metrics API ( #4974 )
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Signed-off-by: akshatvishu <akshatnayak197@gmail.com >
2026-08-01 03:54:17 +00:00
tzhouam and Claude Fable 5
6d767a9a5b
[BugFix] Make pure-TP KV receive fallback all-or-nothing across ranks
...
Fixes the recurring Bagel tp_vae_patch_parallel_2 NCCL ALLREDUCE
timeout (#5627 , previously #5487 ): in pure TP the transfer topology is
LOCAL on every rank — each rank fetches its own per-rank KV key with an
independent recv_timeout and distribute_kv_cache is a no-op. A receive
timeout returns silently, so a single rank that missed its shard fell
back alone into the pipeline's no-KV prefill (Bagel
forward_cache_update_text through the TP-sharded LM) and entered TP
allreduces its peers never joined. The hung [~20, 3584] allreduce
(NumelIn=71680) blocked 600s until the NCCL watchdog killed the worker,
after which every request failed with "DiffusionExecutor is closed".
PR #5482 fixed the orchestrator-level CFG bundle race but never touched
this lower KV-transfer layer, which is why the signature recurred at
its own merge commit.
After the per-rank receive, pure-TP ranks now exchange their receive
flags (rank 0 collects and broadcasts the verdict over the stage world
group's CPU object plane) and act on it together: if any rank missed,
ranks that did receive drop their applied KV — cleared symmetrically
with what apply/broadcast set — so every rank takes the identical no-KV
prefill path and the TP collective schedule can never diverge. The skip
guards (topology, need_recv_cache, dummy warmup id) depend only on
values identical across ranks, so ranks always agree on whether the
exchange happens; a rank whose connector failed to initialize still
participates and reports a miss instead of deadlocking the exchange.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com >
Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
2026-07-31 11:08:13 +08:00
Shenglei Fu and Claude
3b0718f22e
[Bugfix] Fix active_stream_window silently stalling audio generation ( #5349 ) ( #5373 )
...
Signed-off-by: Shenglei Fu <sfu@confluent.io >
Co-authored-by: Claude <noreply@anthropic.com >
2026-07-30 14:56:18 +00:00
Sy03 and Hongsheng Liu
0feb92bdfa
[Bugfix][Minicpm] Support full-duplex three-stage serving ( #5380 )
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Signed-off-by: Sy03 <1370724210@qq.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-07-29 01:58:34 +08:00
wangyu
cee2e40c33
[CI] Skip known-failing tests and filter NPU ready TTS by npu mark ( #5489 )
2026-07-28 15:26:36 +08:00
Yueqian Lin
8f115164c2
[Bugfix][Connectors] Flush processor tail on terminal async-chunk sends ( #5414 )
...
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-07-27 16:04:08 +00:00
cbab1d4d8f
[Rebase] Rebase to vllm 0.26.0 ( #5443 )
...
Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
Signed-off-by: tzhouam <tzhouam@gmail.com >
Co-authored-by: Claude Fable 5 <noreply@anthropic.com >
Co-authored-by: tzhouam <tzhouam@gmail.com >
2026-07-27 23:35:49 +08:00
ruirui(rein) yang and amy-why-3459
82172b112d
[BugFix][MiniCPM-o] Restore audio output without async chunk ( #5455 )
...
Signed-off-by: R2-Y <ruiruyang2@gmail.com >
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com >
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-07-27 22:19:46 +08:00
rein yang and Sy03
ad3a162eb8
[perf] Minicpm o4.5 optimization ( #5228 )
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Signed-off-by: R2-Y <ruiruyang2@gmail.com >
Co-authored-by: Sy03 <1370724210@qq.com >
2026-07-24 17:20:39 +08:00
05b794f29b
[Full Duplex] Feat: Support Full-Duplex realtime runtime & add MiniCPM-o 4.5 demo ( #3907 )
...
Signed-off-by: Sy03 <1370724210@qq.com >
Signed-off-by: lishunyang12 <lishunyang03@gmail.com >
Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: lishunyang12 <lishunyang03@gmail.com >
Co-authored-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: StormMelody <22371184@zju.edu.cn >
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-07-23 16:45:18 +08:00
Bingyu (Spencer) Liu
dcf8b07d39
[Core] Cleanup Omni connector runtime and transfer backends ( #5096 )
...
Signed-off-by: spencerr221 <liubingyu62@gmail.com >
2026-07-22 09:44:15 +08:00
f84f0e72fd
[Bug Fix] Hunyuan image cfg bugfix ( #4752 )
...
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com >
Signed-off-by: dph97 <nenbaying@163.com >
Co-authored-by: zhuhh97 <z00806815@gmail.com >
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com >
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-07-15 13:08:15 +08:00
JiangJie Zhang and Samit
c45ac74d43
[Core][Frontend] Support request-level batching for diffusion pipelines ( #4079 )
...
Signed-off-by: jader <yjader@foxmail.com >
Co-authored-by: Samit <285365963@qq.com >
2026-06-29 18:09:19 +02:00
wangyu and Hongsheng Liu
7619ed6b82
[CI] Reducing mithril-h100-pool in ready&merge CI, optimize ready CI duration ( #4354 )
...
Signed-off-by: [Your Name] <your.email@example.com >
Signed-off-by: wangyu <410167048@qq.com >
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Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Signed-off-by: [Your Name] <[Your Email]>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-06-29 05:17:57 +00:00
5db89b41c4
[Core] hunyuan-image prefetch kv ( #4448 )
...
Signed-off-by: z00806815 <zhuhonghan@huawei.com >
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com >
Signed-off-by: dph97 <nenbaying@163.com >
Signed-off-by: zhh <zhh@users.noreply.github.com >
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com >
Co-authored-by: zhuhh97 <zhuhh97@users.noreply.github.com >
2026-06-25 21:31:49 +08:00
Alex Brooks and 汪志鹏
7ff11d8d0f
[Perf/Fix] Reimplement Batched CFG Forward for Bagel ( #4098 )
...
Signed-off-by: Alex Brooks <albrooks@redhat.com >
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com >
2026-06-22 07:37:21 +08:00
汪志鹏
f195e44bc1
[BugFix]: Fix Bagel generate_image denoising schedule ( #4509 )
2026-06-18 02:02:38 +00:00
64a5bb92de
[Refactor] Omni Stage Runtime and Distributed Replica Control Plane ( #3855 )
...
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com >
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: Chenguang ZHENG <645327136@qq.com >
2026-06-17 14:13:20 +08:00
TJian
5cce797c03
[Bugfix] [CI] [ROCm] [CUDA] Fix voxtral test ( #4380 )
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com >
2026-06-16 16:39:23 +08:00
8f869c8ea5
[Refactor] Output Processor Phase 2: separate multimodal output channel ( #1601 ) ( #2744 )
...
Signed-off-by: Megha Agarwal <agarwalmegha1308@gmail.com >
Signed-off-by: meghaagr13 <divyanshsinghvi@gmail.com >
Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk >
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
Co-authored-by: meghaagr13 <divyanshsinghvi@gmail.com >
Co-authored-by: Boao Shi <aoibosh@connect.hku.hk >
Co-authored-by: Taichang Zhou <tzhouam@connect.ust.hk >
Co-authored-by: Cursor <cursoragent@cursor.com >
2026-06-12 15:19:14 +08:00
e27fd46ab9
[Perf] Optimize Higgs Audio v3 serving ( #4204 )
...
Signed-off-by: Sy03 <1370724210@qq.com >
Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-06-11 13:29:31 -07:00
longguo and npuichigo
73df8326d7
[Bugfix] purge chunk-transfer zombies on every schedule tick to keep engine-core alive on aborts ( fixes #3736 ) ( #3774 )
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Signed-off-by: abinggo <107740309+abinggo@users.noreply.github.com >
Co-authored-by: npuichigo <11533479+npuichigo@users.noreply.github.com >
2026-06-10 09:00:23 +08:00
Alex Brooks
e10aca30ec
[CI] Update Bagel Pixels ( #4081 )
...
Signed-off-by: Alex Brooks <albrooks@redhat.com >
2026-06-04 10:37:34 +00:00
Yueqian Lin and Hongsheng Liu
c067485030
[Perf][TTS] Bounded-K active-stream window for Stage 1 (RFC #3535 ) ( #3592 )
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Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-06-01 21:59:10 +08:00
+1
f92d84fcf9
[Rebase] Rebase to vllm releases/v0.22.0 ( #3891 )
...
Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
Signed-off-by: ZhengWG <zwg0606@gmail.com >
Signed-off-by: david6666666 <530634352@qq.com >
Signed-off-by: Yueqian Lin <linyueqian@outlook.com >
Signed-off-by: nainiu258 <cperfect02@163.com >
Signed-off-by: nainiu258 <101917677+nainiu258@users.noreply.github.com >
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Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk >
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com >
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Co-authored-by: Zheng Wengang <zwg0606@gmail.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
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Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-06-01 11:08:12 +08:00
ChenWenjing
5dfdf584dd
[Feat]audio streaming input for async chunk ( #3614 )
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Signed-off-by: CHEN <116010019@link.cuhk.edu.cn >
2026-05-31 17:39:25 +08:00
WeiQing Chen
2289478e3a
[CI] Temporarily skip failing Bagel connector tests ( #4005 )
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Signed-off-by: David Chen <530634352@qq.com >
2026-05-30 17:46:29 +08:00
JiangJie Zhang
6fa9dbbe42
[Diffusion] Unify diffusion request identity on request_id ( #3744 )
...
Signed-off-by: jader <yjader@foxmail.com >
2026-05-28 14:56:56 +08:00
Lancer and Alicia
5c3c81920b
[Bugfix] Ensure stage and diffusion subprocesses exit when parent dies unexpectedly ( #3751 )
...
Signed-off-by: Lancer <maruixiang6688@gmail.com >
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com >
2026-05-28 08:22:04 +08:00
Sy03 and Yueqian Lin
d37912b071
[TTS][Perf] Optimize Fish Speech S2 Pro high-concurrency serving ( #3773 )
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Signed-off-by: Sy03 <1370724210@qq.com >
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com >
2026-05-27 13:25:49 -05:00
yangsonglin13
1c530d984d
Yuanrong TransferEngine Connector for NPU ( #3180 )
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Signed-off-by: yangsonglin13 <yangsonglin566@gmail.com >
2026-05-20 14:51:33 +08:00
chickeyton and herotai214
e277feacaf
[large-scale-serving] Integrate OmniCoordinator into stage engine pipeline ( #3569 )
...
Signed-off-by: chickeyton <ngton2014@gmail.com >
Signed-off-by: herotai214 <herotai214@gmail.com >
Co-authored-by: herotai214 <herotai214@gmail.com >
2026-05-19 12:08:20 +08:00
33220b1e39
[BugFix] Finish async_chunk requests without pad-token injection ( #3613 )
...
Signed-off-by: Nick Cao <ncao@redhat.com >
Co-authored-by: Claude <noreply@anthropic.com >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-05-16 23:34:04 +12:00
+20
eb4e60ee64
[Rebase] Rebase to vllm v0.21.0 ( #3530 )
...
Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk >
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Signed-off-by: zhumingjue <zhumingjue@huawei.com >
Signed-off-by: Ricardo Noriega De Soto <rnoriega@redhat.com >
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Signed-off-by: Jie Liu <33612777+keeper-jie@users.noreply.github.com >
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Signed-off-by: bjf-frz <frz123db@gmail.com >
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Signed-off-by: KexiongYu <yukexiong1@huawei.com >
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com >
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2026-05-16 18:18:43 +08:00
amy-why-3459
d1c65bdffa
[BugFix] fix ci ( #3650 )
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Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-05-15 22:50:03 +08:00
dengyunyang and 汪志鹏
94254e015f
[BugFix] fix shm connector ( #3583 )
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Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com >
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2026-05-14 20:07:12 +08:00
dsinghvi
e40076e872
[Refactor] msgspec standardisation for data entry key names and improved type checks ( #3149 )
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Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com >
Signed-off-by: dsinghvi <divyanshsinghvi@gmail.com >
2026-05-12 14:30:13 +08:00
wangyu and Hongsheng Liu
26d481fc84
[CI] Remove VLLM_TEST_CLEAN_GPU_MEMORY to avoid environment variable pollution that causes unnecessary GPU detection, thereby slowing down test case execution. ( #3446 )
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2026-05-10 07:00:29 +08:00
wangyu and Huang, Zeyu
6f2ad7b403
[Test] Unify L2/L3 test layout, Buildkite steps, and test helpers ( #2556 )
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2026-05-08 14:12:23 +08:00
Zhou Taichang and Yuanheng Zhao
7f2b1e9386
[Rebase] Rebase to vllm 0.20.0 ( #3232 )
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Signed-off-by: tzhouam <tzhouam@connect.ust.hk >
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2026-04-30 09:56:59 +12:00
wangyu
00c11c8b87
[CI] Update nightly/ready test scheduling and unskip selected cases ( #2945 )
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Signed-off-by: wangyu <410167048@qq.com >
Signed-off-by: wangyu <53896905+yenuo26@users.noreply.github.com >
2026-04-27 12:46:45 +08:00
2390350533
[Refactor] Standardize data entry key names to {type}.{qualifier} format ( #1829 )
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Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com >
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Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-04-25 18:15:38 +08:00
NumberWan
678af19240
[Feature] Coordinator PUB mechanism optimization ( #2442 )
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Signed-off-by: NumberWan <wantszkin2003@gmail.com >
2026-04-24 15:09:23 +08:00
wangyu
e18cb89d5a
[CI] Update test markers and configurations to use 'full_model' for L4 nightly tests ( #2641 )
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Signed-off-by: wangyu <410167048@qq.com >
2026-04-22 15:14:20 +08:00
NumberWan
b60a661b3f
[Feature] Load Balancer - Add LeastQueueLengthBalancer RoundRobinBalancer ( #2448 )
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Signed-off-by: NumberWan <wantszkin2003@gmail.com >
2026-04-21 18:17:28 +00:00
amy-why-3459
b88d3ce75e
[BugFix] Fixing occasional engine crashes caused by abort requests ( #2871 )
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Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com >
2026-04-17 09:15:35 +00:00
NATURE and Hongsheng Liu
4d816ff1de
[Feature] Bagel: Support tp+cfg parallel using mooncake transfer engine connector ( #2705 )
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Signed-off-by: natureofnature <wzliu@connect.hku.hk >
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com >
2026-04-16 16:25:13 +08:00
NATURE
6d01a8b506
[Omni Connector] Omni Transfer Engine Connector: Enable 1-receiver-to-N-senders to support Bagel TP/CFG parallel ( #2731 )
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Signed-off-by: natureofnature <wzliu@connect.hku.hk >
2026-04-14 16:06:37 +08:00