Taneem Ibrahim
a6b39f0262
[Bugfix] Clean up async client sockets after event loop closure ( #57757 )
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Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com >
2026-10-09 10:32:47 -04:00
f226af0e11
[Bugfix] Eliminate frontend ZMQ port TOCTOU with inherited listeners ( #54113 )
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Signed-off-by: Bugen Zhao <i@bugenzhao.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-10-08 06:25:27 +00:00
czhu-cohere and aoshen02
6fddc9b21e
[Profiler] Add per-session profiling controls to Python and Rust frontends ( #57875 )
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Signed-off-by: czhu <conway.zhu@cohere.com >
Signed-off-by: Conway Zhu <conway.zhu@cohere.com >
Co-authored-by: aoshen02 <aoshen@inferact.ai >
2026-10-06 05:21:19 +00:00
e5f3d08d72
[Frontend][RL] Align sleep-mode API responses and operation metrics ( #52864 )
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Signed-off-by: Ronald1995 <ronaldautomobile@163.com >
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com >
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-09-29 23:16:38 -07:00
42d9f8ccdb
support rl feature : weight checker ( #51350 )
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Signed-off-by: shiyuan680 <yangcheng104@huawei.com >
Signed-off-by: Ronald1995 <ronaldautomobile@163.com >
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com >
Co-authored-by: shiyuan680 <yangcheng104@huawei.com >
Co-authored-by: Ronald1995 <ronaldautomobile@163.com >
Co-authored-by: DeepSeek Harness <noreply@deepseek.com >
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
Co-authored-by: aoshen02 <aoshen@inferact.ai >
2026-09-30 03:13:43 +00:00
a7a9ac2745
[Core] Combine per-engine utility results like the Rust client ( #59240 )
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Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com >
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com >
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com >
2026-09-29 22:20:51 +00:00
Almog Tavor
171d1b9ef6
[Elastic EP] Support Model Runner V2 ( #53934 )
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Signed-off-by: almogtavor <almogtavor@gmail.com >
Signed-off-by: Almog Tavor <70065337+almogtavor@users.noreply.github.com >
2026-09-29 00:20:40 +00:00
Benedikt Falk
c68eb98b69
[Bugfix][Frontend] Keep in-flight requests on the same DP engine ( #59017 )
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Signed-off-by: Benedikt Falk <bfalk@nvidia.com >
2026-09-28 23:52:29 +00:00
c0c35ddd8e
[Bugfix][CI] Fix the flaky sharded-sampling tests, and the engine teardown need ( #58342 )
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Signed-off-by: Stefan Koncarevic <Stefan.Koncarevic@amd.com >
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com >
Co-authored-by: Andreas Karatzas <Andreas.Karatzas@amd.com >
Co-authored-by: Andreas Karatzas <akaratza@amd.com >
2026-09-24 02:05:11 -07:00
90531daf6d
[Core][Frontend] Bind KV-event publishers at port 0 and expose the bound endpoints ( #55844 )
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Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com >
Co-authored-by: mukeshbhandarkar <shell00035@gmail.com >
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com >
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com >
Co-authored-by: aoshen02 <aoshen@inferact.ai >
2026-09-18 18:11:05 -07:00
092bdd6d57
[Frontend][Core] Add release_kv_cache_memory() API ( #44890 )
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Signed-off-by: Dakai An <dakaian108@gmail.com >
Signed-off-by: AlanFokCo <alanfok2868@gmail.com >
Signed-off-by: aoshen02 <aoshen@inferact.ai >
Signed-off-by: Dakai An <77474977+andakai@users.noreply.github.com >
Co-authored-by: AlanFokCo <alanfok2868@gmail.com >
Co-authored-by: aoshen02 <aoshen@inferact.ai >
Co-authored-by: OpenAI Codex <noreply@openai.com >
2026-09-18 07:12:12 +08:00
Harry Mellor and Claude Opus 5
651a88c09a
[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings ( #57212 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-09-16 10:57:24 -07:00
Harry Mellor and Claude Opus 5
8c1557a79c
Add pydocstyle to the ruff rules ( #52136 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com >
Signed-off-by: Harry Mellor <hej.mellor@gmail.com >
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com >
2026-09-16 16:44:29 +00:00
f37c550bf6
[Feature][Frontend] Expose effective attention block size for DCP ( #56538 )
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Co-authored-by: Bugen Zhao <i@bugenzhao.com >
Co-authored-by: OpenAI Codex <noreply@openai.com >
Signed-off-by: Julien Darve <jdarve@NVIDIA.com >
Signed-off-by: Bugen Zhao <i@bugenzhao.com >
2026-09-16 08:29:43 +00:00
Itay Alroy
658c8131c7
[Elastic EP] Reuse CUDA graphs across reconfiguration ( #54985 )
2026-09-12 10:26:39 -04:00
djramic and Andreas Karatzas
c6ba5e89d6
[Bugfix][Elastic EP] Route only to surviving engines during scale-down ( #55772 )
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Signed-off-by: Djordje Ramic <djoramic@amd.com >
Co-authored-by: Andreas Karatzas <akaratza@amd.com >
2026-09-08 21:28:28 -05:00
Ning Xie and Cyrus Leung
2a336d8239
[warmup] overlap renderer warmup and engine core initialization ( #54557 )
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Signed-off-by: Andy Xie <andy.xning@gmail.com >
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk >
2026-09-03 19:44:21 +00:00
lxy and “新颐”
0c8c3f41cf
[Bugfix][V1] Sync mamba_block_size via EngineCoreReadyResponse ( #50809 )
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Signed-off-by: “新颐” <lxy537258@antgroup.com >
Co-authored-by: “新颐” <lxy537258@antgroup.com >
2026-08-19 16:44:36 +00:00
Itay Etelis and Itay Etelis
d36cc4254e
[Bugfix][Elastic EP] Reject scale below the minimum data parallel size ( #52702 )
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Signed-off-by: Itay Etelis <itay.etelis@ibm.com >
Co-authored-by: Itay Etelis <itay.etelis@ibm.com >
2026-08-19 01:37:29 +00:00
7b9f2dad89
[Frontend] Watch frontend processes during engine startup ( #43417 )
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Signed-off-by: Bugen Zhao <i@bugenzhao.com >
Signed-off-by: Nick Hill <nickhill123@gmail.com >
Co-authored-by: OpenAI Codex <codex@openai.com >
Co-authored-by: Nick Hill <nickhill123@gmail.com >
2026-08-06 11:17:24 -07:00
Nick Hill and Andreas Karatzas
6453fc0b8c
[Bugfix] Don't reuse engine core payload buffer while zmq is sending it ( #50053 )
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Signed-off-by: Nick Hill <nickhill123@gmail.com >
Co-authored-by: Andreas Karatzas <akaratza@amd.com >
2026-07-28 16:09:28 +00:00
Itay Alroy
35efdf6b34
[Elastic EP] Async preparation ( #47288 )
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Signed-off-by: Itay Alroy <ialroy@nvidia.com >
2026-07-28 05:19:13 -07:00
Shuolei Wang
9069a57139
[Core][Frontend] Add weight version tagging for RL rollouts ( #49040 )
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Signed-off-by: Shuolei Wang <shuoleiwang123@gmail.com >
Signed-off-by: Shuolei Wang <948904026@qq.com >
2026-07-28 14:35:29 +08:00
Nick Hill and mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
59a6b0411d
[Core] Fix internal LB load-balancing ( #49204 )
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Signed-off-by: Nick Hill <nickhill123@gmail.com >
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-07-27 14:00:46 +00:00
0b0bd2b5f6
[Feature] Add fault tolerance framework (simplified) for DP+EP external LB deployments ( #44428 )
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Signed-off-by: fangyuchu <fangyuchu@qq.com >
Signed-off-by: a798347923 <2645302020@qq.com >
Signed-off-by: TianZhuo <2770730562@qq.com >
Signed-off-by: a798347923 <39047817+a798347923@users.noreply.github.com >
Signed-off-by: 205150940 <112750056+205150940@users.noreply.github.com >
Signed-off-by: w00689259 <wangzhuo66@huawei.com >
Signed-off-by: zWaNg3 <37772915+zWaNg3@users.noreply.github.com >
Signed-off-by: zWaNg3 <389750525@qq.com >
Signed-off-by: yzchang-plus <1078477584@qq.com >
Signed-off-by: Jade Zheng <zheng.shoujian@outlook.com >
Co-authored-by: zWaNg3 <37772915+zWaNg3@users.noreply.github.com >
Co-authored-by: a798347923 <2645302020@qq.com >
Co-authored-by: TianZhuo <2770730562@qq.com >
Co-authored-by: 205150940 <112750056+205150940@users.noreply.github.com >
Co-authored-by: a798347923 <39047817+a798347923@users.noreply.github.com >
Co-authored-by: w00689259 <wangzhuo66@huawei.com >
Co-authored-by: zWaNg3 <389750525@qq.com >
Co-authored-by: yzchang-plus <1078477584@qq.com >
Co-authored-by: Jade Zheng <zheng.shoujian@outlook.com >
2026-07-25 11:49:09 -04:00
Qiming Zhang
2fa10566e3
[Core][DP] Rotate load-balancer tie-break to avoid systematic engine bias ( #47420 )
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Signed-off-by: mayuyuace <qiming1.zhang@intel.com >
2026-07-06 07:09:16 +00:00
Ryan Rock and gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
aab639c705
[Core][AMD] Propagate shutdown timeout to MultiprocExecutor ( #43154 )
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Signed-off-by: Ryan Rock <ryan.rock@amd.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-06-12 15:13:31 -05:00
Ethan Feng
b7f9b6ab27
[Metrics] Add group-aware KV cache capacity to vllm:cache_config_info ( #42206 )
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The startup log already reports the correct group-aware KV cache capacity for
hybrid models, but Prometheus did not expose matching info in 'vllm:cache_config_info`.
This PR adds kv_cache_size_tokens and kv_cache_max_concurrency.
Signed-off-by: Ethan Feng <ethan.fengch@gmail.com >
2026-06-12 11:49:44 +00:00
Wentao Ye
41a4829f22
[Logs Refactor] Optimize shutdown logs, easier to follow and consistent ( #43707 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
2026-06-04 14:36:32 -04:00
654bd2bca4
[Bugfix] Sync block_size from EngineCore to frontend for hybrid Mamba… ( #42967 )
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Signed-off-by: Amit Gruner <agruner@crusoe.ai >
Co-authored-by: Amit Gruner <agruner@crusoe.ai >
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com >
2026-06-02 13:41:00 +00:00
Vadim Gimpelson and gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
812e7e7364
[Bugfix][V1] Fix TOCTOU race causing intermittent EADDRINUSE on multi-API-server DP startup ( #42585 )
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Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com >
Signed-off-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-05-26 14:06:00 -07:00
Nick Hill
ef076c1b73
[Core] Change max_model_len in EngineCoreReadyResponse to be non-None ( #39442 )
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Signed-off-by: Nick Hill <nickhill123@gmail.com >
2026-04-10 14:34:57 +08:00
Nick Hill
c8d98f81f6
[Core] Simplify API server handshake ( #39364 )
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Signed-off-by: Nick Hill <nickhill123@gmail.com >
2026-04-09 18:56:15 +08:00
triangleXIV and mgoin
7c94ae16c6
[BugFix] --max-model-len=-1 causes over-limit requests to hang and starve the entire service ( #39102 )
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Signed-off-by: triangle14 <y1019026570@gmail.com >
Signed-off-by: mgoin <mgoin64@gmail.com >
Co-authored-by: mgoin <mgoin64@gmail.com >
2026-04-08 14:03:17 -07:00
fangyuchu and Nick Hill
b5e608258e
[Refactor] Unify engine process monitoring in engine manager and add Ray backend support ( #35862 )
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Signed-off-by: fangyuchu <fangyuchu@qq.com >
Signed-off-by: Nick Hill <nickhill123@gmail.com >
Co-authored-by: Nick Hill <nickhill123@gmail.com >
2026-03-30 10:16:09 -07:00
Brandon Pelfrey and Nick Hill
80b70884eb
Add tensor IPC transfer mechanism for multimodal data ( #32104 )
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Signed-off-by: Brandon Pelfrey <bpelfrey@nvidia.com >
Signed-off-by: Brandon Pelfrey <brandonpelfrey@gmail.com >
Signed-off-by: Nick Hill <nickhill123@gmail.com >
Co-authored-by: Nick Hill <nickhill123@gmail.com >
2026-03-21 20:10:20 +00:00
Itay Alroy
de1a86b7de
elastic_ep: Fix stateless group port races ( #36330 )
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Signed-off-by: Itay Alroy <ialroy@nvidia.com >
2026-03-18 14:36:18 +00:00
7afe0faab1
[Frontend][Core] Re-add shutdown timeout - allowing in-flight requests to finish ( #36666 )
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Signed-off-by: Mark McLoughlin <markmc@redhat.com >
Signed-off-by: Nick Hill <nickhill123@gmail.com >
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com >
Co-authored-by: Nick Hill <nickhill123@gmail.com >
2026-03-13 12:10:06 -07:00
d5af196c18
[2/N] Elastic EP Milestone 2: Integrating NIXL-EP ( #35627 )
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Signed-off-by: Itay Alroy <ialroy@nvidia.com >
Co-authored-by: Yongji Wu <wuyongji317@gmail.com >
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com >
2026-03-13 09:25:33 -04:00
Mark McLoughlin
234860399b
[Frontend][Core] Revert "Add shutdown timeout" ( #34730 and #36270 ) ( #36628 )
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Signed-off-by: Mark McLoughlin <markmc@redhat.com >
2026-03-10 06:20:41 -07:00
Wentao Ye
7279374f91
[Perf] Compute maxsim in worker side, reducing redundant copies, 2.7% E2E throughput improvement ( #36159 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com >
2026-03-09 20:55:58 -07:00
Nick Hill and Mark McLoughlin
6a18d8789b
[Core] Fix benign error log during normal shutdown ( #36270 )
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Signed-off-by: Nick Hill <nickhill123@gmail.com >
Co-authored-by: Mark McLoughlin <markmc@redhat.com >
2026-03-07 00:39:21 +00:00
Mark McLoughlin and Claude Sonnet 4.5
27066d1b2b
[Frontend][Core] Add shutdown timeout - allowing in-flight requests to finish ( #34730 )
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Signed-off-by: Mark McLoughlin <markmc@redhat.com >
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com >
2026-03-05 22:04:31 -08:00
lailoo
097eb544e9
[Bugfix] Improve engine ready timeout error message ( #35616 )
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Signed-off-by: damaozi <1811866786@qq.com >
2026-03-04 05:54:32 +00:00
dea268336f
[1/N] Elastic EP Milestone 2 ( #34861 )
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Signed-off-by: Yongji Wu <wuyongji317@gmail.com >
Signed-off-by: Itay Alroy <ialroy@nvidia.com >
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com >
Signed-off-by: Ron Tourgeman <rtourgeman@nvidia.com >
Co-authored-by: Yongji Wu <wuyongji317@gmail.com >
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com >
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com >
2026-02-28 04:46:42 +00:00
Nick Hill
dbf0da817a
[Core] Cleanup engine pause/sleep logic ( #34528 )
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Signed-off-by: Nick Hill <nickhill123@gmail.com >
2026-02-24 19:33:34 -08:00
dddbff4624
[Core] Move pause and resume functions into engine ( #34125 )
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Signed-off-by: ahao-anyscale <ahao@anyscale.com >
Signed-off-by: Aaron Hao <ahao@anyscale.com >
Signed-off-by: hao-aaron <ahao@anyscale.com >
Signed-off-by: Nick Hill <nickhill123@gmail.com >
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com >
2026-02-13 00:15:10 -08:00
Jaewon and Lu Fang
4453ba8d9e
[Core] Profiler improvements and lazy initialization ( #33198 )
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Signed-off-by: Jaewon Lee <jaewon@meta.com >
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com >
2026-02-12 16:16:38 -08:00
Jaewon and Lu Fang
aa181c923b
[Core] Add sleep level 0 mode with enqueue/wait pattern ( #33195 )
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Signed-off-by: Jaewon Lee <jaewon@meta.com >
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com >
2026-02-12 16:16:25 -08:00
Aaron Hao and Robert Shaw
89a385d79f
[Feat][RL] Pause and Resume with keep requests for single engine ( #32351 )
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Signed-off-by: ahao-anyscale <ahao@anyscale.com >
Signed-off-by: Aaron Hao <ahao@anyscale.com >
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com >
2026-02-07 00:08:58 +00:00