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577 Commits
Author SHA1 Message Date
Zetong Li 5f970120f0 [Bugfix] Fix memory inconsistency in cross-process shared memory (#32022) 
Signed-off-by: Zetong Li <slippersss@126.com>
 2026-02-10 08:22:03 +00:00
Yuwei An e94ec59733 [LMCache] Token Base IPC API (#34175) 
Signed-off-by: Oasis-Git <ayw.sirius19@gmail.com>
 2026-02-10 01:18:42 +00:00
ZhengHongming888andgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> cb62e86f83 Add NUMA Core binding in nixl_connector for CPU xPyD (#32365) 
Signed-off-by: Hongming Zheng <hongming.zheng@intel.com>
Signed-off-by: ZhengHongming888 <hongming.zheng@intel.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-02-09 15:39:12 +00:00
Seiji Eicher aca5967416 [KV Connector] Add missing method overrides to MultiConnector (#33292) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
 2026-02-06 12:58:21 -05:00
zackyoray 1ee95841bd [Bugfix] Fix swapped engine_ids in NIXL Llama 4 local attention path (#33795) 
Signed-off-by: Yoray Zack <yorayz@nvidia.com>
 2026-02-05 17:51:58 +00:00
Nicolò Lucchesi 7d8c6804e2 [Misc] Add debug logs (#33931) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-02-05 09:42:40 -08:00
Aaron HaoandSumanthRH c1858b7ec8 [Feat][RL][1/2] Native Weight Syncing API: NCCL (#31943) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Co-authored-by: SumanthRH <sumanthrh99@gmail.com>
 2026-02-05 12:13:23 -05:00
liranschourOr OzeriNicolò LucchesiNicolò Lucchesi
 		8322d4e47f Enable Cross layers KV cache layout at NIXL Connector V2 (#33339) 
Signed-off-by: Liran Schour <lirans@il.ibm.com>
Signed-off-by: liranschour <liranschour@users.noreply.github.com>
Co-authored-by: Or Ozeri <or@ozery.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
 2026-02-05 02:17:02 -08:00
Sage MooreandRobert Shaw ce498a6d61 Change the type signature of MixtureOfExperts.expert_weights to MutableSequence[Sequence[Tensor]] (#33573) 
Signed-off-by: Sage Moore <sagmoore@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-02-04 17:02:46 -05:00
Micah Williamson 1d367a738e [Bugfix][ROCm] Include float8_e4m3fnuz in NCCL Dtype Dispatching (#33713) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2026-02-04 05:36:29 -08:00
dtcandNicolò Lucchesi 0d6ccf68fa [P/D] rework mooncake connector and introduce its bootstrap server (#31034) 
Signed-off-by: Tianchen Ding <dtcccc@linux.alibaba.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
 2026-02-03 08:08:25 -08:00
杨朱 · KikiandClaude Opus 4.5 1a7894dbdf [Misc] Replace Optional[X] with X | None syntax (#33332) 
Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-30 01:56:59 -08:00
Li, Jiangandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 8311f083bd [Bugfix][CPU] Fix thread num for shared memory communication (#33317) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Li, Jiang <bigpyj64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-29 03:26:58 -08:00
Ilya Markov d09135fbd0 [BugFix] Async Eplb fix potential race condition (#32881) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
 2026-01-29 10:31:40 +00:00
Angela Yi 4197168ea5 [ez] Remove checks for torch version <= 2.8 (#33209) 
Signed-off-by: angelayi <yiangela7@gmail.com>
 2026-01-28 16:03:56 -05:00
Or OzeriandKevin H. Luu 2e8de86777 Revert "Enable Cross layers KV cache layout at NIXL Connector (#30207)" (#33241) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
 2026-01-28 04:36:00 -08:00
Nicolò Lucchesi 492a7983dd [Bugfix] Fix DeepseekV32 AssertionError: num_kv_heads == 1 (#33090) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-01-27 15:03:20 +00:00
Matthew Bonanni a608b4c6c2 [5/N][Attention] Finish eliminating vllm/attention folder (#32064) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-27 10:02:51 -05:00
omerpaz95andOmer Paz 7227d06156 [Metrics] [KVConnector] Add Offloading Connector metrics (#27942) 
Added queries and hits metrics for the Offloading Connector.

Also added timing metrics for store and load operations, which take the
average time it takes to load/store, per-token.

The metrics are available from Prometheus and from the StatLogger.

Signed-off-by: omerpaz95 <omerpaz95@gmail.com>
Co-authored-by: Omer Paz <Omer.Paz@ibm.com>
 2026-01-27 13:34:49 +00:00
Robert ShawRobert Shawamirkl94
 		5a93b9162b [MoE Refactor] Integrate Naive Prepare Finalize into MK (#32567) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: amirkl94 <203507526+amirkl94@users.noreply.github.com>
 2026-01-27 01:28:02 +00:00
Robert ShawandRobert Shaw 43a013c3a2 [Bugfix] Fix Dtypes for Pynccl Wrapper (#33030) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-01-26 20:09:32 +00:00
Chauncey 9ef3b718d9 [Bugfix] Fix Can't instantiate abstract class DeepseekV32IndexerBackend (#33052) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-01-26 06:44:02 -08:00
Fadi Arafeh 744ef30484 [CPU Backend] [Perf] Accelerate tensor-parallel/data-parallel inference across NUMA domains on Arm (#32792) 
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
 2026-01-22 18:55:23 +00:00
liranschourandOr Ozeri 64e3d67ac0 Enable Cross layers KV cache layout at NIXL Connector (#30207) 
Signed-off-by: Liran Schour <lirans@il.ibm.com>
Signed-off-by: liranschour <liranschour@users.noreply.github.com>
Co-authored-by: Or Ozeri <or@ozery.com>
 2026-01-22 10:12:58 +00:00
Alex Sun 49a1262267 [AMD][ROCm] MoRI EP: a high-performance all2all backend (#28664) 
Signed-off-by: Alex Sun <alex.s@amd.com>
 2026-01-22 16:33:18 +08:00
knlnguyen1802 378385b90c [EC Connector] Optimize remote cache check in scheduler (#32585) 
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
 2026-01-22 03:30:59 +00:00
Or Ozeri 7013e9ac8f OffloadingConnector: Prevent redundant loads (#29087) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2026-01-21 01:15:42 +00:00
YiSheng5 13f6630a9e [XPU]Support AgRsAll2AllManager on XPU device (#32654) 
Signed-off-by: yisheng <yi.sheng@intel.com>
 2026-01-20 14:27:24 +00:00
Walter Beller-Morales 8be263c3fb [Core] Cleanup shm based object store on engine shutdown (#32429) 
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
 2026-01-20 08:53:37 +00:00
qli88 a0490be8f1 [CI][amd] Revert NIXL connector change to avoid crash (#32570) 
Signed-off-by: Qiang Li <qiang.li2@amd.com>
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
 2026-01-19 18:39:16 +00:00
Nicolò Lucchesi 758df5afe7 [NIXL][Metrics] Track nixl_num_kv_expired_reqs metric in Prometheus (#32340) 
Add a new metric to track the number of requests that had their KV blocks
expire. The scenario is particularly important to surface and track as it is a
vital indicator of the health of the deployment.

Currently we're resorting to track these failures through unstructured log
parsing (which is, among other thing, error string dependent); current main:

> Releasing expired KV blocks for request cmpl-071d which were retrieved by 0 decode worker(s) within 0 seconds.

Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-01-19 12:28:27 +00:00
Deming 5480c6b1fa [Doc] Correct comment for _jobs dict in OffloadingConnectorWorker (#32556) 2026-01-18 12:46:00 -08:00
bnellnm 327a02d8db [MoE Refactor] Separate Router into OO Classes (#30623) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-01-18 11:40:49 -05:00
Ilya MarkovandTyler Michael Smith c9a533079c [EPLB][BugFix]Possible deadlock fix (#32418) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2026-01-16 09:11:01 -05:00
kzwrime edadca109c [Bugfix] Add CpuCommunicator.dispatch and combine to fix DP+MoE inference (#31867) 
Signed-off-by: kunzh <zhikun.wu@outlook.com>
 2026-01-15 04:50:48 +00:00
Angela Yi 7933638051 [misc] Remove is_torch_equal_or_newer(2.4) cases (#32296) 
Signed-off-by: angelayi <yiangela7@gmail.com>
 2026-01-13 23:22:07 -08:00
Sage Moore 6beef12b9b [EPLB][Cleanup] Remove is_async_enabled from EplbModelState (#32050) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
 2026-01-13 18:19:03 +00:00
Matthew BonanniandLuka Govedič 2263d44b68 [4/N][Attention] Move MLA common to model_executor (#32060) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-01-13 09:08:45 -08:00
Mathis Felardos 4f3676e726 nixl_connector: export UCX_MEM_MMAP_HOOK_MODE=none to avoid a UCX memory leak (#32181) 
Signed-off-by: Mathis Felardos <mathis@mistral.ai>
 2026-01-13 16:21:10 +00:00
Martin Hickeyandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 510265472c [BugFix] [KVConnector] Fix KV events for LMCache connector (#32169) 
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-13 15:50:34 +00:00
Nicolò Lucchesi f8bd8394e3 [NIXL][Bugfix] Failure logging overhaul + early metadata free on failure (#32031) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-01-12 20:38:49 +00:00
Lucas Kabela ad8818bb5e [Misc][BE] Type coverage for vllm/compilation [3/3] (#31748) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
 2026-01-12 19:24:38 +00:00
Ilya Markov 1eb61ab34b [Refactor] EPLB rebalance algo to NumPy (#30697) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
 2026-01-12 18:13:23 +00:00
Nicolò Lucchesi 5b68107411 [Misc][PD] Fix get_attn_backend usage in transfer connectors (#31988) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-01-12 18:10:05 +01:00
Or Ozeri 9cddbdba6d OffloadingConnector: Add cpu_bytes_to_use configuration (#24498) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2026-01-12 15:00:43 +00:00
dtcandNicolò Lucchesi 0565f1fdec [P/D] Refactor mooncake connector sender thread using async coroutines (#31573) 
Signed-off-by: Tianchen Ding <dtcccc@linux.alibaba.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
 2026-01-12 12:35:35 +00:00
Or Ozeri 4c16ba617f [KVConnector] OffloadingConnector: Fix bug in handling of preemptions (#29870) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2026-01-11 08:05:36 +00:00
Or Ozeri 2a4dbe24ea [BugFix] Wait for compute before offloading KV to CPU (#31341) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2026-01-10 22:25:08 +00:00
Lucas Kabela aaf4b70aae [Misc][BE] Type coverage for vllm/compilation [2/3] (#31744) 2026-01-09 18:30:38 -05:00
Chendi.Xue 94578127a4 [NIXL] refine decoder side post process for heterogeneous BlockSize and kv_layout (#30275) 2026-01-09 21:22:19 +00:00