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66 Commits
Author SHA1 Message Date
tzhouamandClaude Opus 4.8 c898701d53 fix(engine): dedup ZMQ ports across stages to stop OmniMasterServer bind races 
Each (stage_id, replica_id) route allocated its 3 handshake/input/output
ports via a separate get_open_ports_list(count=3) call. That helper only
guarantees uniqueness *within* a single call, so across routes the OS could
hand back a just-closed ephemeral port. Two stages then drew the same port
and the second engine subprocess to bind() it died with
"zmq.error.ZMQError: Address already in use", surfacing as
"Orchestrator initialization failed" / "Stage N replica M exited before API
server became ready". This flaked multi-stage startup (e.g. Qwen3-Omni
thinker/talker/code2wav) — one CI shard passed while a parallel shard failed
on the same commit (build 2630, dev/vllm-align).

OmniMasterServer now tracks every port it hands out in self._allocated_ports
(seeded with the registration port and the coordinator ROUTER port) and a new
_alloc_unique_ports() redraws any collision with a bounded retry budget,
raising loudly on port exhaustion instead of spinning. Adds _port_from_zmq_address()
helper and two CPU-only regression tests.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
 2026-07-11 14:21:17 +08:00
Kushanamkushanamkahmadian
 		ff6f0da271 [Core] Composable parallel: Phase 1 strategy overlay (TP/DP/stage-replica) (RFC #4084) (#4281) 
Signed-off-by: Kushan A. <kahmadian@nvidia.com>
Signed-off-by: kushanam <kushanam@users.noreply.github.com>
Signed-off-by: Kushan A <kahmadian@nvidia.com>
Signed-off-by: kahmadian <kahmadian@users.noreply.github.com>
Co-authored-by: kushanam <kushanam@users.noreply.github.com>
Co-authored-by: kahmadian <kahmadian@users.noreply.github.com>
 2026-07-10 21:29:24 -06:00
Peiqi YinChenguang ZHENGCursorHongsheng LiuGao Han
 		504698dec8 [Core] Performance fix for orchestrator bottleneck: separates inter-stage from client outputs (#4527) 
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Chenguang ZHENG <645327136@qq.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-06-29 17:43:36 +02:00
Alex Brooks 465f1464d2 [Feat] Support Pipeline Resolution Based on HF Config & Make Pipeline Registry Eager (#3760) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-06-24 11:02:29 +08:00
Zeyu Huang | 黃澤宇Copilot Autofix powered by AICursor
 		3901ad8165 [feat] Streaming diffusion video generation output (#3737) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Signed-off-by: Zeyu Huang | 黃澤宇 <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-06-23 09:57:53 +00:00
QianCyrusandHongsheng Liu b84c99c122 [Bugfix] Fix make_request_output TypeError on multimodal generation-stage outputs (#4579) 
Signed-off-by: QianCyrus <happyloser233@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-06-23 14:42:30 +08:00
rein yang afbcc51672 [Model] Aura support - Non async chunk path (#4257) 
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
Signed-off-by: R2-Y <ruiruyang2@gmail.com>
 2026-06-21 22:08:26 +08:00
Peiqi YinHongsheng LiuChenguang ZHENG
 		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
Megha AgarwalCopilotHongsheng Liumeghaagr13Boao ShiTaichang ZhouCursor
 		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
MaciejBalaNVandHongsheng Liu 03cc888485 [refactor] Refactor guardrail error handling - add 400 error code (#4297) 
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-06-11 21:09:24 +00:00
ZacheryAU bfc7cedcf1 Benchmark data statistics for each stage of omni models (#3628) 
Signed-off-by: ZacheryAU <70869627+ZacheryAU@users.noreply.github.com>
 2026-06-04 21:43:35 +08:00
Alex Brooks 12e75c6618 [Core] Integrate TrackingArgumentParser (#3369) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-06-02 21:56:24 +08:00
LHXuuuandvraiti 41a795b5d6 [Metrics] Add audio SLOs + cross-stage transfer families + per-(stage, replica) wrap for upstream vllm:* (#3576) 
Signed-off-by: vraiti <vraiti@redhat.com>
Signed-off-by: LHXuuu <xulianhao.xlh@antgroup.com>
Co-authored-by: vraiti <vraiti@redhat.com>
 2026-06-01 20:20:48 +08:00
ChenWenjing 5dfdf584dd [Feat]audio streaming input for async chunk (#3614) 
Signed-off-by: CHEN <116010019@link.cuhk.edu.cn>
 2026-05-31 17:39:25 +08:00
LancerandAlicia 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
lyj-jjjCursorHongsheng Liu
 		283873411a glm-image: fix(npu)per-stage runtime env for HCCL ports + GLM-Image NPU stage config (#3235) 
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-05-27 12:18:47 +12:00
bjf-frzandbjf-frz 5cf4605bf9 [Bugfix]Fix distributed stage0 multimodal cache routing (#3740) 
Signed-off-by: bjf-frz <240110042+bjf-frz@users.noreply.github.com>
Co-authored-by: bjf-frz <240110042+bjf-frz@users.noreply.github.com>
 2026-05-20 15:31:41 +08:00
Yueqian Lin fc8486cf20 [Doc][TTS] CosyVoice3 online docs + residual TTS yaml cleanup + remove VoxCPM v1 (#3748) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-05-20 15:24:06 +08:00
chickeytonandherotai214 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
+20
Zhou TaichangClaude Opus 4.7NumberWandsinghviDnoobYueqian LinHongsheng Liuknlnguyen1802Samitrein yangNick Caozhumingjue138Ricardo Noriegalyj-jjjCursorgcanlinwangyuweizhoublueweizhoubluedengyunyang汪志鹏WeiQing ChenJie LiuYueqian LinNATUREbjf-frzamy-why-3459Y. FisherZeyu Huang | 黃澤宇Copilot Autofix powered by AI
 		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>
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com>
Signed-off-by: dsinghvi <divyanshsinghvi@gmail.com>
Signed-off-by: Dnoob <dxpouo@gmail.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: rein yang <ruiruyang2@gmail.com>
Signed-off-by: Nick Cao <ncao@redhat.com>
Signed-off-by: zhumingjue <zhumingjue@huawei.com>
Signed-off-by: Ricardo Noriega De Soto <rnoriega@redhat.com>
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: wangyu <410167048@qq.com>
Signed-off-by: weizhoublue <weizhoublue@github.com>
Signed-off-by: weizhou.lan@daocloud.io <weizhou.lan@daocloud.io>
Signed-off-by: dengyunyang <584797741@qq.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: David Chen <530634352@qq.com>
Signed-off-by: Jie Liu <33612777+keeper-jie@users.noreply.github.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
Signed-off-by: bjf-frz <frz123db@gmail.com>
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Signed-off-by: Zeyu Huang | 黃澤宇 <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: NumberWan <wantszkin2003@gmail.com>
Co-authored-by: dsinghvi <divyanshsinghvi@gmail.com>
Co-authored-by: Dnoob <dxpouo@gmail.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Samit <285365963@qq.com>
Co-authored-by: rein yang <73573651+R2-Y@users.noreply.github.com>
Co-authored-by: Nick Cao <ncao@redhat.com>
Co-authored-by: zhumingjue138 <zhumingjue@huawei.com>
Co-authored-by: Ricardo Noriega <rnoriega@redhat.com>
Co-authored-by: lyj-jjj <liuyingjun5@huawei.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: wangyu <53896905+yenuo26@users.noreply.github.com>
Co-authored-by: weizhoublue <45163302+weizhoublue@users.noreply.github.com>
Co-authored-by: weizhoublue <weizhoublue@github.com>
Co-authored-by: dengyunyang <584797741@qq.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: Jie Liu <33612777+keeper-jie@users.noreply.github.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: NATURE <wzliu@connect.hku.hk>
Co-authored-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: Y. Fisher <yukexiong1@huawei.com>
Co-authored-by: Zeyu Huang | 黃澤宇 <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
 2026-05-16 18:18:43 +08:00
bjf-frz 440c718d2a [Bugfix]Fix multimodal cache routing for AR replicas (#3605) 
Signed-off-by: bjf-frz <frz123db@gmail.com>
 2026-05-15 16:42:18 +08:00
wuhang 0d9d57acd9 [Entrypoint][Refactor] Make field type hint more concrete (#3139) 
Signed-off-by: wuhang <wuhang6@huawei.com>
 2026-05-14 11:25:55 +08:00
Canlin GuoandHongsheng Liu 11c4c7f0ff [Diffusion][Attention] Support per-role attention backend via CLI (#2681) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-05-10 11:59:05 +08:00
Chen-Yo Sun 56ca5d9a8f [BugFix] Forward CLI --tokenizer to per-stage engine configs (#3120) 
Signed-off-by: Chen-Yo Sun <chenyo.sun@mistral.ai>
 2026-05-07 06:43:01 +08:00
Zheng WengangPeiqi YinyinpeyinpeiqiHongsheng LiuGao HanChenguang Zheng
 		1e5f288a91 [FEAT] support multi-stage deployment (#2396) 
Signed-off-by: ZhengWG <zwg0606@gmail.com>
Signed-off-by: Zheng Wengang <zwg0606@gmail.com>
Signed-off-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Signed-off-by: yinpe <11810305@mail.sustech.edu.cn>
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Peiqi Yin <60515999+yinpeiqi@users.noreply.github.com>
Co-authored-by: yinpe <11810305@mail.sustech.edu.cn>
Co-authored-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Chenguang Zheng <645327136@qq.com>
 2026-05-06 19:33:18 +08:00
Dan250124andClaude Opus 4.6 21a3035c10 Fixed memory leak and Remove dead code (#3312) 
Signed-off-by: Dan250124 <416947747@qq.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-05-03 22:29:47 +08:00
Alex Brooks 6a837849dd [CI] Fix Bad TP Initialization in Dynin-Omni Tests (#3298) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-05-03 08:02:47 +08:00
NATURE bfb730ed50 [Bugfix]pass TP size to diffusion config (#2867) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
 2026-04-30 11:56:51 +08:00
Zhou TaichangandYuanheng Zhao 7f2b1e9386 [Rebase] Rebase to vllm 0.20.0 (#3232) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
Co-authored-by: Yuanheng Zhao <54058983+yuanheng-zhao@users.noreply.github.com>
 2026-04-30 09:56:59 +12:00
Zheng WengangandCanlin Guo 49c9b89fac [BugFix]: recalculate model_config to fix FA3 scheduler_metadata shape mismatches (#3110) 
Signed-off-by: ZhengWG <zwg0606@gmail.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
 2026-04-28 17:38:30 +08:00
Alex BrooksSy03Yueqian LinYueqian Lin
 		e03ab82dd2 [Refactor/Bugfix] Use Delta Messages for Streaming (#2911) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Signed-off-by: Sy03 <1370724210@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Sy03 <1370724210@qq.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-04-26 15:11:53 +12:00
Hacoandlishunyang 22ffb85063 [Config Refactor] sentinel default precedence (#3078) 
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: xiaohajiayou <923390377@qq.com>
Co-authored-by: lishunyang <lishunyang12@163.com>
 2026-04-24 20:07:24 +08:00
Lancer b33d536f63 [Bugfix] graceful shutdown for multi-stage engine processes (#3001) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
 2026-04-24 20:01:01 +08:00
Lancer 0fe76857ac [Bugfix] fix GLM-Image multi-stage online generation fail (#3084) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
 2026-04-24 20:00:14 +08:00
Greenhand Tsangandgreenhandzpx 2903f528d2 [Bugfix][Model] Fix Qwen3-TTS Code2Wav max_model_len validation (#2508) 
Signed-off-by: greenhandzpx <px.tsang@foxmail.com>
Co-authored-by: greenhandzpx <px.tsang@foxmail.com>
 2026-04-22 03:35:39 +00:00
Daniel HuangChenguang ZhengZhou TaichangHongsheng Liubjf-frz
 		52b53367ef [Enhancement] Engine runtime errors (#2426) 
Signed-off-by: Daniel Huang <daniel1.huang@intel.com>
Signed-off-by: Daniel Huang <pilotflyer824@gmail.com>
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Chenguang Zheng <645327136@qq.com>
Co-authored-by: Zhou Taichang <tzhouam@connect.ust.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: bjf-frz <frz123db@gmail.com>
 2026-04-21 14:46:05 +08:00
wangyu 8a9add1c81 [CI] Restructure vLLM-Omni Test Layout, Fixture Scope, and Support Modules (#2620) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-04-20 14:23:42 +08:00
SYLARreidliu41xiaohajiayouAlex BrooksHongsheng Liu
 		a3903810fe [Config Refactor][2/N] Pipeline + Deploy Config Schema (#2383) 
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: reidliu41 <reid201711@gmail.com>
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: xiaohajiayou <75477391+xiaohajiayou@users.noreply.github.com>
Co-authored-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-04-19 14:36:00 +12:00
ChenWenjing 4124a1f858 [Feature]Support audio streaming input and output-phase2 (#2581) 
Signed-off-by: CHEN <116010019@link.cuhk.edu.cn>
 2026-04-18 15:42:41 +08:00
Peiqi Yin bbd6a443ed [Core] Refactor CFG companion tracker and use in Orchestrator (#2623) 
Signed-off-by: yinpe <11810305@mail.sustech.edu.cn>
 2026-04-17 08:13:00 +00:00
NATUREandHongsheng Liu 4d816ff1de [Feature] Bagel: Support tp+cfg parallel using mooncake transfer engine connector (#2705) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-04-16 16:25:13 +08:00
IsleOfDawnlightCeleste-jqlyj-jjjYueqian Lin
 		4bf4c63147 Add voxcpm model support. (#2467) 
Signed-off-by: Celeste-jq <591998922@qq.com>
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Signed-off-by: IsleOfDawnlight <stellamou@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Celeste-jq <591998922@qq.com>
Co-authored-by: lyj-jjj <liuyingjun5@huawei.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
 2026-04-15 15:04:58 +08:00
Samit 61a3cbdff5 [Perf] Eliminate Hop 3 IPC overhead for single-stage diffusion via inline execution (#2736) 
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
 2026-04-15 11:46:06 +08:00
amy-why-3459 a5b38b5d0d [BugFix] Remove stage_configs_path validation (#2741) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-04-14 17:32:00 +12:00
Yuanheng Zhao e0cdbe9a5d [Misc] Cleanup: use consistent pytest-mock in unit tests (#2698) 
Signed-off-by: yuanheng <jonathan.zhaoyh@gmail.com>
 2026-04-13 19:21:42 +08:00
Chenguang Zheng 155583f49f [Bugfix] Release stage launch lock before handshake (#2717) 
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
 2026-04-13 18:35:59 +08:00
amy-why-3459 2b70e89535 [Revert] Revert "[Log] Wire stat loggers into AsyncOmniEngine to match AsyncLL… (#2716) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-04-13 14:55:16 +08:00
Zhengyuan Su (苏政渊)andClaude Opus 4.6 eb1a801b21 [Feat] Override single stage CLI args when stage_configs_path is set in OmniEngineArgs (#2684) 
Signed-off-by: Zhengyuan Su <su.zhengyuan@u.nus.edu>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-13 11:08:52 +08:00
Canlin Guo 95b5b2ee43 [Bugfix] Fix UT for the missing of log_stats in Engine (#2706) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2026-04-12 22:14:43 +08:00
Canlin Guo 5d58abb11e [Log] Wire stat loggers into AsyncOmniEngine to match AsyncLLM (#2551) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
 2026-04-12 19:54:23 +08:00