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bfdbfa1632
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[Bugfix][PCP] Align MoE routing padding with gathered tokens (#60946)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: wangyicong <wangyicong@bytedance.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-10-14 21:04:00 -04:00 |
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Woosuk KwonandClaude Opus 5.5
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8530aed2b7
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[Spec Decode] Remove Medusa and MLP speculator support (#61701)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-14 17:29:23 -07:00 |
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josh-schell-amdandClaude Opus 5.5
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273a04964e
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[ROCm] Bump AITER to v0.1.25 and relax the DSv4.1 mono MoE tolerance (#61697)
Signed-off-by: josh schell <josh.schell@amd.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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2026-10-14 23:50:24 +00:00 |
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Ben BrowningandFlora Feng
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4c5ea86f53
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[Bugfix][Parser] Stream Gemma4 string tool arguments incrementally (#61494)
Signed-off-by: Ben Browning <56071+bbrowning@users.noreply.github.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
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2026-10-14 21:25:41 +00:00 |
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984c242ede
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[Quantization] Support compressed-tensors MXFP4 MoE with FP8 activations via Mxfp4MoEMethod (#59815)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-14 13:33:35 -07:00 |
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Woosuk KwonandClaude Opus 5.5
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2e8a5930f6
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[Benchmark] Remove the temporary bench forward dummy loader (#61676)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-14 13:30:18 -07:00 |
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alpandmottopanikeiku
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e73fa00981
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[Bugfix][Frontend] Apply the JSON schema in Cohere Chat v2 response_format (#60586)
Signed-off-by: mottopanikeiku <176798723+mottopanikeiku@users.noreply.github.com>
Co-authored-by: mottopanikeiku <176798723+mottopanikeiku@users.noreply.github.com>
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2026-10-14 19:42:20 +00:00 |
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Juntian LiuandClaude Opus 5.5
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388a610dfb
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[Perf][DFlash] Capture context combine and anchor in the draft CUDA graph (#59511)
Signed-off-by: Juntian Liu <Juntianl777@gmail.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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2026-10-14 15:40:52 -04:00 |
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Ayushman Singh
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9b5c6707a3
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[Bugfix][MRV2] Capture DCP FULL cudagraphs with KV context (#61496)
Signed-off-by: Ayushman Singh <40520701+ayush1399@users.noreply.github.com>
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2026-10-14 19:20:48 +00:00 |
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Stefano CastagnettaandMisha Goin
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222e00fc44
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[CI/Build] Fix test_deepseek_v41_mxfp8_scale_loading after #57797 (#61678)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
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2026-10-14 12:17:59 -07:00 |
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Andreas KaratzasandClaude
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e96c822660
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[Bugfix][ROCm][MiniMax-M3] Reject unbuilt index-head counts in the AITER indexer (#60990)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-10-14 14:13:48 -05:00 |
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Sandeep AgrawalandKevin H. Luu
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21e207efa1
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[Bugfix][MRV2][Spec Decode] Honor EAGLE3 single-state draft configuration (#61563)
Signed-off-by: Sandeep Agrawal <sandeepa@nvidia.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-14 12:09:06 -07:00 |
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amd-xavierwangandJartX
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06265beb25
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[ROCm] Enable fp8 query for Triton attention (#60296)
Signed-off-by: xawang <xawang@amd.com>
Co-authored-by: JartX <sagformas@epdcenter.es>
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2026-10-14 15:03:20 -04:00 |
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c1407a7e86
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[Spec Decode][MRV2] Warm up top-k/top-p and greedy rejection kernels for speculative decoding (#59260)
Signed-off-by: zixi-qi <zixi@inferact.ai>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-14 14:59:21 -04:00 |
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lucas-santos-amdandDouglas Lehr
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e534024e49
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[ROCm][Bugfix][MLA] Fix FP8 MLA prefill unpad for interleave-padded heads (#60907)
Signed-off-by: Lucas Santos <Lucas.Santos@amd.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
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2026-10-14 14:34:28 -04:00 |
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d1d8e6c096
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[Perf][Nemotron-Parse] Do image rescale/normalize on the device (#60500)
Signed-off-by: DiegoCao <DiegoCao@users.noreply.github.com>
Co-authored-by: DiegoCao <DiegoCao@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-14 18:33:22 +00:00 |
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Kevin H. LuuandOpenAI Codex
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0b6d07cbe2
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[CI/Build] Use FileStore for DeepEP test rendezvous (#56595)
Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-10-14 14:29:12 -04:00 |
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Robert ShawandClaude
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d3f6b2a7b3
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[Frontend] Clean Client Facing 500 Report (#58043)
Co-authored-by: Claude <noreply@anthropic.com>
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2026-10-14 14:27:58 -04:00 |
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Ganesh RandCyrus Leung
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47232f3c7f
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[Bugfix][CI] Fix renderers tests broken by tool name removal from warn logs (#61652)
Signed-off-by: Ganesh R <ganesh.r@amd.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-10-14 18:14:58 +00:00 |
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Rohan PotdarandClaude Opus 5.5
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52a8cc5316
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[ROCm][CI] Add dtype to the KDA metadata test's fake model config (#61650)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-14 18:04:14 +00:00 |
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Woosuk KwonandClaude Opus 5.5
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9d3dfa2886
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[Benchmark] Add vllm bench forward: exact-shape forward timing (#61339)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-14 10:52:26 -07:00 |
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TaimysandOpenAI Codex
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2c74fd1873
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[Model Runner V2] Enable batch-sharded sampling for GPT-OSS (#61257)
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-10-14 10:11:11 -07:00 |
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Xunzhuo
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89cab55086
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[Model] Support Decision 3.0 decision models (vllm-sr/d3) (#61565)
Signed-off-by: Xunzhuo Liu <xunzhuo.liu@amd.com>
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2026-10-14 17:10:55 +00:00 |
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SeongJun LeeandWei Zhao
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e2e3e2b834
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[CI] Use an ungated model in the DGX Spark XQA test (#61416)
Signed-off-by: lesj0610 <lesj0610@gmail.com>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
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2026-10-14 17:04:07 +00:00 |
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Zheng GongandCursor
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355553ac22
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[ROCm][Perf] Drop two dead per-step ops from the AITER sparse MLA metadata build (#58354)
Signed-off-by: ZhengGong-amd <zgong@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-10-14 11:15:51 -05:00 |
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13dbf96093
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[Model Loader] Apply EP weight filtering in InstantTensor (#61167)
Signed-off-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
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2026-10-14 09:10:10 -07:00 |
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Nick HillandIlia Yastrebov
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eaf25f675a
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[NIXL] Prepare KV transfer descriptors as NIXL 1.5 strided lists (#61032)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Ilia Yastrebov <iyastrebov@nvidia.com>
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2026-10-14 18:07:24 +02:00 |
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e2aabc8b15
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[Bugfix][KV Offload][P2P] Keep store pins and AbortAck until NIXL transfers stop (#59790)
Signed-off-by: apex-mochen <2756823972@qq.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-14 18:31:31 +03:00 |
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Juan Pérez de AlgabaandOpenAI Codex
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5d88c034f6
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[Security] Reject local verifier references in Speculators metadata (#61587)
Signed-off-by: Juan Pérez de Algaba <jperezde@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-10-14 15:30:20 +00:00 |
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Itay EtelisandCodex
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efad400092
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[HiSparse] Prefault the shared host pool in parallel (#60869)
Signed-off-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-10-14 10:28:26 -04:00 |
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02653fa22c
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[Bugfix][KV Offload] Fix inaccurate proportional store dropping (#59140)
Signed-off-by: Thuongvu Ho <thuongvuho@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
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2026-10-14 17:05:21 +03:00 |
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Ashish RaoandVadim Gimpelson
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b4b7eca0ef
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[Bugfix][Quantization] Clamp FP8 scales before UE8M0 rounding (#58032)
Signed-off-by: Ashish Rao <asrao@nvidia.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
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2026-10-14 13:56:42 +00:00 |
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7115b70c01
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[Bugfix][KV Offload][P2P] Drop a timed-out store job's blocks from the round's parked supply (#59329)
Signed-off-by: Sohom Chakraborty <16609933+sohom-cs@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
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2026-10-14 13:22:28 +00:00 |
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3723a1ea96
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[Bugfix][Transformers backend] Fix CUDA graph capture for dynamic-rope models (#58064)
Signed-off-by: YongfengX <erkang040804@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-14 05:56:54 -07:00 |
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hclandHarry Mellor
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2631afd3fe
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[Bugfix][Platform] Fall back to torch when device-level NVML memory is unsupported (GB10) (#57378)
Signed-off-by: hclsys <chenglunhu@gmail.com>
Signed-off-by: Chenglun Hu <chenglunhu@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-10-14 12:45:29 +00:00 |
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Kapil AryaandOr Ozeri
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a68dbbad05
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[Bugfix][KV Offload] Retain offload mappings after unsafe KVCR startup failure (#57500)
Signed-off-by: Kapil Arya <kapila@nvidia.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
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2026-10-14 15:43:04 +03:00 |
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775fefa804
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[Metrics][KV Offload] Add vllm:kv_offload_config_info - generic info metrics for offloading the offloading connector (#56867)
Signed-off-by: Amir Friedman <Amir.Friedman1@ibm.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
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2026-10-14 12:34:37 +00:00 |
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Lazurite
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23fbc2ec2f
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[Model] Support precomputed image embeddings for LightOnOCR (#61585)
Signed-off-by: Rapisurazurite <43494437+Rapisurazurite@users.noreply.github.com>
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2026-10-14 10:54:09 +00:00 |
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xuebwang
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81503550f3
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[ROCm] Disable AITER FP8/FP4 BMM for MLA by default (#53123)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
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2026-10-14 10:46:02 +00:00 |
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Ronaldandaoshen02
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19aba3e4d5
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[Bugfix][RL] Load attention sinks through weight_loader for layerwise reload (#57797)
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
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2026-10-14 10:17:58 +00:00 |
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f9b65c30c7
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[ROCm][Perf] Make AITER FlyDSL GDN prefill default on gfx942/gfx950 (#60645)
Signed-off-by: Mikko Tukiainen <Mikko.Tukiainen@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-14 10:11:57 +00:00 |
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3f466c852c
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[Bugfix][Parser] Recover genuine tool calls after unclosed Qwen3 <function= opener in prose (#59928)
Signed-off-by: Abhay Joshi <105213625+abhayjoshi201@users.noreply.github.com>
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
Co-authored-by: Gemini <noreply@google.com>
Co-authored-by: Artem Perevedentsev <aperevedents@nvidia.com>
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2026-10-14 13:01:25 +03:00 |
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Sherif Waly
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be4ce2e505
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[Bugfix] Share PCP-aware local GPU indexing for NUMA binding (#61237)
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2026-10-14 10:54:03 +02:00 |
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aa0c433a3e
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[Frontend] Accept --reasoning-parser none as the unset default (#61525)
Signed-off-by: Alec Flowers <aflowers@nvidia.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
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2026-10-14 15:50:35 +08:00 |
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c9bfa574ce
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[Online quantization] Extend re-quantization API to MOE (showcase NVFP4 modelopt/CT/quark to any online MOE method) (#60276)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: Tan Pin Siang <tanpinsiang@gmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Tan Pin Siang <tanpinsiang@gmail.com>
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2026-10-14 15:49:37 +08:00 |
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30e79c3a76
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[Core] Update PyTorch to 2.14.0, torchvision to 0.29.0, triton to 3.8.0 (release channel) (#52183)
Signed-off-by: Andrey Talman <atalman@users.noreply.github.com>
Signed-off-by: Andrey Talman <atalman@fb.com>
Co-authored-by: Andrey Talman <atalman@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-14 00:17:59 -07:00 |
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ec317a4618
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[CI] Keep vLLM log propagation on through the first LLM init in caplog_vllm (#61535)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
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2026-10-14 15:10:35 +08:00 |
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Jiangyun ZhuandClaude Opus 5.5
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badfcdbf91
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[Perf][GDN] Internal prefill checkpoints for the FlashInfer GDN prefill backend (#60050)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-14 14:49:46 +08:00 |
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a2fb482732
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[KVConnector][P2P] Register peers off the scheduler thread (#57139)
Signed-off-by: Liran Schour <lirans@il.ibm.com>
Co-authored-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
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2026-10-14 08:21:57 +03:00 |
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Akshan Krithick
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02d69c663a
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[Bugfix][Benchmark] Preserve SSE output across transport chunk boundaries (#51172)
Signed-off-by: Akshan Krithick <akshankrithick305@gmail.com>
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2026-10-13 21:58:58 -07:00 |
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