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6700813f86
|
[3/N][KV-Cache Layout Refactor] Standardize Mamba cache; drop get_transfer_cache_regions (#44456)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-07-21 09:16:15 +00:00 |
|
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Chauncey
|
94ed0bf4e0
|
[Bugfix][KV Offloading] Handle queued request aborts without allocated KV blocks (#49146)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
|
2026-07-21 11:16:26 +08:00 |
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fbfe58133d
|
[Bugfix][KV Offload] Preserve reachable tails for hybrid SWA groups (#48911)
Signed-off-by: Colton Ottley <colton@ottleyengineering.com>
Co-authored-by: Colton Ottley <colton@ottleyengineering.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
|
2026-07-20 22:12:36 +03:00 |
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Chang GuoandOpenAI Codex
|
f007cceb42
|
[KV Offload] Support self-describing KV events with TieringOffloadingSpec (#48679)
Signed-off-by: Change72 <changg@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-07-20 16:41:58 +03:00 |
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Sihan ChenandLi, Jiang <jiang1.li@intel.com>
|
4938d44a3b
|
[CPU] fixes heterogeneous NIXL KV transfer into CPU_ATTN decode workers (#47871)
Signed-off-by: Spycsh <sihan.chen@intel.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
|
2026-07-20 07:33:13 +00:00 |
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Michał GanczarenkoandKunshang Ji
|
37bf988c2f
|
[XPU][Bugfix] Fix GroupCoordinator device_index (#47295)
Signed-off-by: Michal Ganczarenko <michal.ganczarenko@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-07-20 15:25:56 +08:00 |
|
|
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b6ff8a2f50
|
[Core] Add MRV2 virtual-batch PCP for MLA (#46570)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
|
2026-07-19 02:53:15 +00:00 |
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AlexHuangandOr Ozeri
|
f38f3d11fb
|
[Bugfix][KV Offloading] Offload last block at request finish and prevent reuse race (#48596)
Signed-off-by: Alex <alex.tech.lab@outlook.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
|
2026-07-17 16:50:49 +03:00 |
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426d48bfa1
|
[KV Offload] Add optional tier locality to FS/OBJ KV events (#48281)
Signed-off-by: Change72 <changg@nvidia.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
|
2026-07-17 10:31:52 +03:00 |
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Aaron HaoandSumanth R Hegde
|
fb1d8ccaf5
|
[rl] Stateful Trainer Send: New Abstractions [1/N] (#48042)
Signed-off-by: haoaaron <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Co-authored-by: Sumanth R Hegde <39546518+SumanthRH@users.noreply.github.com>
|
2026-07-17 15:11:06 +08:00 |
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Debasish MohantyandOr Ozeri
|
472d330c21
|
Add blocks_per_chunk configuration for KV offloading to support heterogeneous KV cache groups (#48878)
Signed-off-by: Debasish-87 <22btics06@suiit.ac.in>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
|
2026-07-17 09:00:12 +03:00 |
|
|
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971dac2caa
|
[Bugfix][KV-transfer] MoRIIO: retry RDMA send-queue-full backpressure instead of failing the read (#47495)
Signed-off-by: Edwin Lim <edwin.lim@mangoboost.io>
Signed-off-by: Edwin Lim <edwinlim0919@gmail.com>
Signed-off-by: harishk-mangoboost <harish.kambhampaty@mangoboost.io>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: harishk-mangoboost <harish.kambhampaty@mangoboost.io>
|
2026-07-16 20:02:27 +00:00 |
|
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Samuel NordmannandCodex
|
d08eebad16
|
[Perf][MoE] Write FlashInfer combine into final output (#47156)
Signed-off-by: snordmann <snordmann@nvidia.com>
Co-authored-by: Codex <codex@openai.com>
|
2026-07-16 17:21:03 +03:00 |
|
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Nicolò Lucchesi
|
a317bc5739
|
[Misc][Nixl] Unify _logical_to_remote_kernel_block_ids (#48717)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
|
2026-07-16 18:36:25 +08:00 |
|
|
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a9531edfa6
|
[KV Offload] Define clean backend configuration boundary (#48150)
Signed-off-by: Change72 <changg@nvidia.com>
Signed-off-by: Chang Guo <cguo51@asu.edu>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Or Ozeri <or@ozery.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
|
2026-07-16 13:27:05 +03:00 |
|
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Ilia Yastrebov
|
9f8cbfd8eb
|
Vectorize prep xfer list creation (#48209)
Signed-off-by: Ilia Yastrebov <iyastrebov@nvidia.com>
|
2026-07-16 11:39:05 +02:00 |
|
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Elvir Crnčević
|
12f2c515a7
|
[Bugfix] Fix offloading set_ overflow for packed non-uniform KV caches (#48530)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
|
2026-07-16 10:04:39 +03:00 |
|
|
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05eed72aec
|
[ROCm] Re-enable cudagraph memory profiling, captured on the current stream (#48526)
Signed-off-by: pei.zhang <pei.zhang@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
|
2026-07-15 10:03:48 -05:00 |
|
|
Nicolò Lucchesi
|
66b6c684ab
|
[PD][Bugfix] Fix validation of cache shape for attn backends enforcing different kernel_block_size (#48125)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
|
2026-07-15 18:26:02 +08:00 |
|
|
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32aef44388
|
[Bugfix] Include inline per-token-head scales in offloaded page transfer width (#48411)
Signed-off-by: Itay Etelis <itay.etelis@ibm.com>
Signed-off-by: Itay Etelis <Itay.etelis@gmail.com>
Signed-off-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
Co-authored-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Itay Etelis <Itay.etelis@gmail.com>
|
2026-07-14 16:07:26 +03:00 |
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tomerg-nvidiaandNickLucche
|
7a74a9662b
|
[NIXL] Avoid reading expired blocks in bidirectional turn-2 read (#47021)
Signed-off-by: Tomer Gilad <tgilad@nvidia.com>
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
Co-authored-by: NickLucche <nicolo.lucchesi@mistral.ai>
|
2026-07-14 13:03:41 +00:00 |
|
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Nick Hill
|
8ac8375270
|
[Core] Preserve Marconi caching with selective hybrid cache retention (#47782)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
|
2026-07-13 21:24:20 +01:00 |
|
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omerpaz95andOr Ozeri
|
43c8cbf79b
|
[EC Connector] CPU Offloading EC Connector (#47423)
Signed-off-by: omerpaz95 <omerpaz95@gmail.com>
Signed-off-by: Or Ozeri <oro@il.ibm.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
|
2026-07-13 20:09:41 +03:00 |
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Mohammad Miadh Angkad
|
75fe92a316
|
[Distributed][Perf] Enable FlashInfer MNNVL allreduce RMS quant fusion (#48064)
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
|
2026-07-13 15:02:59 +08:00 |
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Rehan KhanandLi, Jiang <jiang1.li@intel.com>
|
9e57de7197
|
[CPU] Create Proper Numa topology for s390x (#40714)
Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
|
2026-07-13 12:58:43 +08:00 |
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Fangzhou AiandCursor
|
775c1589ea
|
[Bugfix][ROCm] Keep TP all_gather on base-class collective (#48446)
Signed-off-by: fai <fangzhouai@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
|
2026-07-13 03:53:53 +00:00 |
|
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AlexHuang
|
4c81772e8b
|
[Bugfix][KV Offloading] Fix stale transfer_jobs after reset_cache + harden job completion (#48102)
Signed-off-by: Alex <alex.tech.lab@outlook.com>
|
2026-07-12 20:00:04 +03:00 |
|
|
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fc1c548093
|
Runtime Draft Weight Update for Speculative Decoding (#46725)
Signed-off-by: vx120 <893600387@qq.com>
Signed-off-by: vx120 <57470515+vx120@users.noreply.github.com>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: crp0128 <191679376@qq.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
|
2026-07-11 22:51:53 -07:00 |
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Jiangyun ZhuandYifan Qiao
|
481e481be7
|
[2/N][Core] support partial prefix cache hit for hybrid model (#46384)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
|
2026-07-12 05:37:51 +00:00 |
|
|
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51878e5b6e
|
[2/N][KV-Cache Layout Refactor] Pack K/V into the content dim across attention backends (#44455)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
|
2026-07-11 11:11:16 -04:00 |
|
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Yan XuandJingyi Yang
|
95ed0feaa5
|
DCP supports hybrid attention (#40996)
Signed-off-by: YanXu <yancey.yx@alibaba-inc.com>
Signed-off-by: Jingyi Yang <girasoleyang@gmail.com>
Co-authored-by: Jingyi Yang <girasoleyang@gmail.com>
|
2026-07-09 21:34:45 -07:00 |
|
|
|
2d814a0082
|
[kv_offload] Emit tier-owned BlockStored events from FS/OBJ secondary tiers (#47923)
Signed-off-by: Change72 <changg@nvidia.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
|
2026-07-10 06:17:23 +03:00 |
|
|
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2ded1b24e7
|
[KV Connector][Mooncake] Apply SWA lookup mask before hashing/key build (#47317)
Signed-off-by: Zhewen Li <zhewenli@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-07-09 19:51:23 +00:00 |
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weishu
|
2285cfca46
|
[KVConnector] MultiConnector: give every sub-connector the request's real blocks in update_state_after_alloc (#46865)
Signed-off-by: deng451e <838677410@qq.com>
|
2026-07-09 11:10:39 -07:00 |
|
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qizixiandNick Hill
|
7802c20c4e
|
[KVConnector][NIXL] Support pipeline-parallel prefill in push mode (#45880)
Signed-off-by: zixi-qi <zixi@inferact.ai>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
|
2026-07-08 16:49:23 -07:00 |
|
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Rishabh Saini
|
2f3f441f84
|
fix: include topic frame in KV events replay response (#45177)
Signed-off-by: RishabhSaini <rishabhsaini01@gmail.com>
|
2026-07-07 14:48:23 -04:00 |
|
|
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c46ced1ee3
|
[kv_offload] Establish tier-owned KV event handling (#46544)
Signed-off-by: Change72 <changg@nvidia.com>
Signed-off-by: Chang Guo <changg@nvidia.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
|
2026-07-07 16:55:20 +03:00 |
|
|
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3354dba381
|
[Bugfix][KV offload] Store interior chunk-boundary blocks under MTP/Eagle (#46972)
Signed-off-by: Mikhail Kostryukov <mike@triptrack.net>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
|
2026-07-07 13:16:52 +03:00 |
|
|
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e040899a00
|
[KV Offloading] Add basic offloading metrics (#45958)
Signed-off-by: srinivas_oo7 <sklinkedin0120@gmail.com>
Signed-off-by: Srinivas Krovvidi <194645829+Srinivasoo7@users.noreply.github.com>
Co-authored-by: srinivas_oo7 <sklinkedin0120@gmail.com>
Co-authored-by: Or Ozeri <or@ozery.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
|
2026-07-07 09:26:28 +03:00 |
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jialoop-gitandClaude Opus 4.8
|
a4f019fa25
|
fix(distributed): propagate distributed_timeout_seconds to NCCL device groups (#45159)
Signed-off-by: jialoop-git <joane8913456@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-07-07 02:52:51 +00:00 |
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Kunshang JiandHarry Mellor
|
07f9baf756
|
Revert "[Platform] Replace torch.cuda.Event with torch.Event (#47140)" (#47668)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-07-06 14:18:33 +01:00 |
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BadrBasowid
|
740f379fae
|
[ROCm][AITER] Directly Implement AITER Custom All-reduce in CudaCommunicator (#46065)
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
|
2026-07-06 12:16:32 +00:00 |
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Wentao YeandCanlin Guo
|
b6cc46ec3b
|
[Feature] Support sequence parallel without the need for DP, 1.9%~5.0% E2E Throughput Improvement (#47070)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
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2026-07-05 05:41:30 -07:00 |
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Aaron HaoandClaude Sonnet 4.6
|
77a9c5ae28
|
Weight sync refactor + move sparse nccl engine (#44353)
Signed-off-by: hao-aaron <ahao@anyscale.com>
Signed-off-by: haoaaron <ahao@anyscale.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-07-01 01:25:19 -07:00 |
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Woosuk KwonandClaude Opus 4.8
|
a264e41975
|
[Distributed] Default FlashInfer allreduce to mnnvl on single node (#47219)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
|
2026-06-30 18:35:56 -07:00 |
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Woosuk Kwonandsnordmann
|
953bba488d
|
[PERF] Extend NCCL symmetric memory to AllGather and ReduceScatter (#46703)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: snordmann <snordmann@nvidia.com>
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2026-06-30 11:38:18 -07:00 |
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245888ff77
|
[Feature] Detect all2all peer fault with fault tolerance backend and prevent corrupted output (#43637)
Signed-off-by: fangyuchu <fangyuchu@qq.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-30 09:00:25 -07:00 |
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Kunshang JiandHarry Mellor
|
e840f0d3f5
|
[Platform] Replace torch.cuda.Event with torch.Event (#47140)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-06-30 08:39:59 -07:00 |
|
|
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d8f483dc30
|
[Spec Decode] Fix hidden-state extraction block size for hybrid verifiers (#46301)
Signed-off-by: Igor Margulis <igor.margulis@intel.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-06-30 08:19:51 -07:00 |
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Arsalan Shakil
|
00ebf19cca
|
[Bugfix][Quant] Raise actionable error instead of bare assert for group-size/TP mismatch (#46230) (#46236)
Signed-off-by: Arsalan Shakil <shakil.arsalan@yahoo.com>
|
2026-06-30 14:57:14 +00:00 |
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