 MOVZX
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c5ab42bc0f
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Merge branch 'main' into patches
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2026-10-18 16:04:36 +07:00 |
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7c9042c05a
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[Bugfix][MRV2] Fix speculative warmup deadlock with pipeline parallelism (#62129)
Signed-off-by: chenjr97 <chenjr97@mail2.sysu.edu.cn>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: vllm-agent <claw@inferact.ai>
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2026-10-17 23:51:32 -07:00 |
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Nick HillandClaude Opus 5.5
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0c5dd18e7a
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[MRV2] Collect KV transfer results before the drafter runs (#62041)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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2026-10-17 10:27:57 -07:00 |
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liuzhenweiandKunshang Ji
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4e964b2623
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[XPU] Fix Event init failure w/ external (#61743)
Signed-off-by: zhenwei-intel <zhenwei.liu@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-10-17 19:10:39 +08:00 |
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f98ae6a9fd
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[Bugfix][Core] Keep resumable sessions that stop while preempted (#58778)
Signed-off-by: David Cheung <d7cheung@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Yifan Zong <yzong@redhat.com>
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2026-10-17 09:08:14 +00:00 |
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61bb590877
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[Bugfix][Spec Decode] Clear stale shared block-table rows (#61174)
Signed-off-by: Cheng Rui <286040359@qq.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
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2026-10-17 01:25:02 -07:00 |
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c3de0b37e2
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[Core][Spec Decode] Replace EAGLE group heuristics with explicit draft-layer tags (#61455)
Signed-off-by: Dakai An <dakaian108@gmail.com>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-17 08:22:33 +00:00 |
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MOVZX
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e0fe5df731
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Merge branch 'main' into patches
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2026-10-17 08:06:56 +00:00 |
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Wei Zhao
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90d6d871d6
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[Attention] Add CuTe DSL backend selection for MLA context prefill (#62069)
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
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2026-10-17 01:21:55 -04:00 |
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7b6310c109
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[Perf][Sampler] Speed up the small-batch split top-p pipeline (#61996)
Signed-off-by: Bowen Wang <bowen@inferact.ai>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: vllm-agent <claw@inferact.ai>
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2026-10-16 21:22:11 -07:00 |
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ce49c47cbb
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[Bugfix][Sampler] Carry the boundary tie count across blocks in the split top-p mask kernel (#62046)
Signed-off-by: cipheraxat <cipheraxat@users.noreply.github.com>
Co-authored-by: cipheraxat <cipheraxat@users.noreply.github.com>
Co-authored-by: Bowen Wang <bowen@inferact.ai>
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2026-10-17 02:26:57 +00:00 |
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Sherif Walyandvllm-agent
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ce8853d27a
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[Bugfix][KV Offload] Allow explicit SimpleCPUOffload block counts (#61674)
Signed-off-by: Sherif Waly <sherif.waly@mistral.ai>
Co-authored-by: vllm-agent <claw@inferact.ai>
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2026-10-17 02:11:12 +00:00 |
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a94c315711
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[DP] Engines own wave wake-ups; drop the front-end FIRST_REQ (#59559)
Signed-off-by: fh3 <a@b>
Co-authored-by: fh3 <a@b>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-16 19:41:54 -04:00 |
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b544587408
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[Core][Feat] Pluggable KVCacheConfigBuilder for platform/model-specific KV cache planning (#53558)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
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2026-10-16 23:16:47 +00:00 |
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cjackal
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663e535640
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[Perf][Spec Decode] Skip bonus-logit reduction for short drafts in rejection sampling (#61451)
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
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2026-10-16 12:42:48 -07:00 |
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Oxana KorzhandClaude Opus 5.5
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5bf3d9f665
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[ROCm][Kimi-K3] Support DSpark adaptive verification on MI355X (#59824)
Signed-off-by: Oxana Korzh <okorzh@amd.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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2026-10-16 13:53:49 -05:00 |
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Guan-Ming Chiuandvllm-agent
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3dc6def360
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[Attention][Spec Decode] Enable varlen Mamba2 decode for adaptive verification (#53036)
Signed-off-by: Guan-Ming (Wesley) Chiu <105915352+guan404ming@users.noreply.github.com>
Co-authored-by: vllm-agent <claw@inferact.ai>
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2026-10-16 11:23:59 -07:00 |
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Wentao Ye
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8e25bbca19
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[Refactor] Remove dead code multiple places (#61843)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-10-16 15:01:07 +00:00 |
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MOVZX
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be95edb7f6
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Merge branch 'main' into patches
Signed-off-by: MOVZX <movzx@yahoo.com>
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2026-10-16 17:35:42 +07:00 |
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fa75d3456d
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[Feature][PCP] Add DeepSeek-V4.1-Flash support (#59857)
Signed-off-by: wangyicong <wangyicong@bytedance.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-15 23:17:51 -07:00 |
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4ac1f8d2ac
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[Bugfix][Structured Output] Mask grammar-invalid implicit reasoning ends (#61574)
Signed-off-by: Maroon Ayoub <mayoub@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-10-16 12:53:41 +08:00 |
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dd9e07a25f
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[Feature] Add External LB Mode Support for Elastic EP Scaling (#43202)
Signed-off-by: lqh-hh <liuqihang6@huawei.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: lqh-hh <liuqihang6@huawei.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: 2017403603 <705328646@qq.com>
Co-authored-by: Julien Mancuso <jmancuso@nvidia.com>
Co-authored-by: Itay Alroy <75032521+itayalroy@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-15 21:29:02 -04:00 |
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Jack HuandDouglas Lehr
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ef38e8d006
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[Model][Hardware][AMD][Kernel] Part 2/2 -> Enable e2e QK Norm + RoPE + KV Cache runtime fusion for Qwen3-30B-A3B on ROCM_ATTN (#42755)
Signed-off-by: Jack Hu <Jack.Hu@amd.com>
Signed-off-by: Jack Hu <jingxujaster@hotmail.com>
Signed-off-by: Jack Hu <jack.hu@amd.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
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2026-10-15 17:10:14 -07:00 |
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Juntian LiuandClaude Opus 5.5
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19b0efce30
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[Perf][Core] Skip the null head of sliding-window block tables (#61724)
Signed-off-by: Juntian Liu <Juntianl777@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-15 16:14:51 -07:00 |
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Woosuk KwonandClaude Opus 5.5
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4a89316efa
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[Core] Drop the Ray driver-node GPU pin left over from the legacy executor (#61713)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-15 16:00:18 -07:00 |
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de7d70676d
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[Perf] Low-latency CPU all-reduce for DP metadata syncs (#61767)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: hjjq <50634613+hjjq@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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2026-10-15 15:29:13 -07:00 |
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Stefano CastagnettaandKevin H. Luu
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784d1fff0c
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[MRV2][Spec Decode] Quantized draft lm_head for drafters that share the target head (#59973)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-15 22:06:40 +00:00 |
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d92a4f25f2
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[watermarking] Add DFlash support to dual-key gumbel-max watermarking (#59554)
Signed-off-by: Shern Shiou Tan <shernshiou@gmail.com>
Signed-off-by: Simon Veitner <sveitner@redhat.com>
Signed-off-by: Raphael Rialland <raphael.rialland@mistral.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Raphael Rialland <raphael.rialland@mistral.ai>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2026-10-15 22:06:06 +00:00 |
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e711723352
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[ROCm] gfx1250 optimizations and model enablement (#58800)
Signed-off-by: jpvillam <juan.villamizar@amd.com>
Signed-off-by: Jaden Mathias <jaden.mathias@amd.com>
Signed-off-by: Juan Villamizar <jpvillam@amd.com>
Signed-off-by: jpvillam <jpvillam@amd.com>
Signed-off-by: Omar Muhammad <omar.muhammad@amd.com>
Signed-off-by: Daniel <danichan@amd.com>
Signed-off-by: Juan Villamizar <100237675+jpvillam-amd@users.noreply.github.com>
Co-authored-by: Jaden Mathias <jaden.mathias@amd.com>
Co-authored-by: jpvillam <jpvillam@amd.com>
Co-authored-by: Omar Muhammad <omar.muhammad@amd.com>
Co-authored-by: Daniel <danichan@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Daniel Chan <Daniel.Chan@amd.com>
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2026-10-15 14:51:57 -07:00 |
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DimensionSTPandKevin H. Luu
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9edcc7fa7e
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[Bugfix][Spec Decode] Avoid reusing random draws across block verification rounds (#61161)
Signed-off-by: DimensionSTP <65501090+DimensionSTP@users.noreply.github.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-15 14:46:38 -07:00 |
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f8460ef236
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[Kernel][DSv4.1] Bump FlashMLA to the 2026.09.30 release and its interleaved V4.1 KV cache (#61371)
Signed-off-by: juntianl <juntianl@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Kimi Code <noreply@moonshot.ai>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
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2026-10-15 13:58:25 -07:00 |
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Wentao Ye
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54d9b1cb48
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[GLM5.3 Perf] Inplace update draft decode metadata, 1.7% E2E Throughput Improvement (#61873)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-10-15 20:20:12 +00:00 |
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21f4b6dc84
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[KV Offload] Split the CPU offload region across shm files (#59546)
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: Codex <noreply@openai.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-15 20:17:40 +00:00 |
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d12ea8e309
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[Bugfix][MRV2] Keep input_ids on later PP stages for raw-token models (#61016)
Signed-off-by: booth-algo <kevinlauofficial01@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-15 12:54:21 -07:00 |
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d486219fc2
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[Bugfix][Core] Uncount stop-trimmed spec tokens from num_computed_tokens (#58668)
Signed-off-by: David Cheung <d7cheung@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-10-15 12:50:06 -07:00 |
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49f944be3e
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[Perf][HiSparse] Reuse pinned host pool after graph profiling (#61668)
Signed-off-by: Itay Etelis <92247226+Etelis@users.noreply.github.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-15 12:33:03 -07:00 |
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957d512e96
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[Bugfix][Frontend] Preserve streaming chunk boundaries in RequestOutputCollector (#58941)
Signed-off-by: David Cheung <d7cheung@gmail.com>
Co-authored-by: Benedikt Falk <bfalk@nvidia.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-10-15 16:38:28 +00:00 |
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ed3050add4
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[Core] Apply prefill_schedule_interval outside data parallelism (#54627)
Signed-off-by: lifulu <fululi12@amd.com>
Signed-off-by: lifulu <lifulu@users.noreply.github.com>
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Co-authored-by: lifulu <lifulu@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-10-15 11:03:13 -05:00 |
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c825e1d235
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[Perf] Fuse the mamba align block-table gather into one Triton kernel, 7 kernels -> 1, 6x speedup on all shapes for this kernel (#58737)
Signed-off-by: lifulu <fululi12@amd.com>
Signed-off-by: lifulu <lifulu@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: lifulu <lifulu@users.noreply.github.com>
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2026-10-15 11:02:53 -05:00 |
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MOVZX
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76df77c04e
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Merge branch 'main' into patches
Signed-off-by: MOVZX <movzx@yahoo.com>
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2026-10-15 21:16:39 +07:00 |
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24f632ca7e
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[Bugfix] Engage indexer TP row sharding on total rows, not per-rank rows (#61647)
Signed-off-by: Zheng Cai <caizheng1993@gmail.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-10-15 13:54:14 +00:00 |
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mosafariuk
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69425846f8
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[Bugfix][CPU] Report the real cause when the worker outgrows its memory reservation (#59472)
Signed-off-by: Mo <mosafariuk@gmail.com>
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2026-10-15 21:52:05 +08:00 |
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0951fc183c
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[ROCm][DSv4.1] Disambiguate ROCm attention class names (#58689)
Signed-off-by: Tuukka Sarvi <tuukka.sarvi@amd.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-15 21:38:39 +08:00 |
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1463501553
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[Bugfix] Terminate streaming sessions on ABORT/ERROR and prevent zombie sessions (#58942)
Signed-off-by: David Cheung <d7cheung@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Benedikt Falk <bfalk@nvidia.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-10-15 13:32:19 +00:00 |
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Laith SakkaandNick Hill
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9cede34a67
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[Bugfix] Create cuBLAS handles before memory profiling to avoid OOM (#61044)
Signed-off-by: Laith Sakka <lsakka@meta.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-10-15 08:59:22 -04:00 |
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8b27d27402
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[Bugfix][KV Offload] Always attempt NIXL agent removal during peer teardown (#60279)
Signed-off-by: nej1gotnochill <divyanshlalotra2@gmail.com>
Co-authored-by: Codebuff <noreply@codebuff.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-15 14:07:23 +03:00 |
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e10c10a644
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[Core] Add PROMOTION_LATENCY histogram metric for tiering offload (#53910)
Signed-off-by: Wen Zhou <wenzhou@redhat.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>
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2026-10-15 13:47:41 +03:00 |
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Pei LiandKevin H. Luu
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6fe7401fac
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[Perf] Read VLLM_COMPUTE_NANS_IN_LOGITS once per IterationStats (#61710)
Signed-off-by: Pei Li <peili@nvidia.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-15 18:35:54 +08:00 |
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b965ee564d
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[Chore] Use upstream Transformers DeepseekV4Config (#61392)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-15 01:08:08 -07:00 |
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fc8e08a2a6
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[Bugfix][KV Offload] Do not let mark_miss() flip a pending or in-flight async lookup probe (#59096)
Signed-off-by: Sohom Chakraborty <16609933+sohom-cs@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
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2026-10-15 10:57:46 +03:00 |
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