 Nicolò Lucchesi
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54020c3c3e
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[Engram] Drop redundant VLLM_PLE_CPU_OFFLOAD env var (#57937)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
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2026-09-21 20:16:02 +02:00 |
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7d99c2c4fd
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[Feature][Humming] Humming feature integration (#56685)
Signed-off-by: jinzhen.ljz <jinzhen.ljz@antgroup.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-09-20 08:11:01 -07:00 |
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shaohuaxiandCodex
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67a8a3f926
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[Bugfix][CPU] Fix macOS multimodal SHM cache initialization (#57142)
Signed-off-by: 子华 <huaxi.shx@alibaba-inc.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-18 09:05:13 +00:00 |
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afriedri
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a9a7e45f31
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[ROCm] Restore VLLM_ROCM_USE_AITER_FP4_ASM_GEMM and default w4a4 ASM GEMM back to off (#57055)
Signed-off-by: Andy Friedrich <afriedri@amd.com>
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2026-09-17 13:39:52 -05:00 |
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Nick Hill
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5efbf0886a
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[CI] Support FORCE_COLOR env var; enable colors in CPU CI output (#56913)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-09-16 22:40:21 -04:00 |
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Harry MellorandClaude Opus 5
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651a88c09a
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[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-16 10:57:24 -07:00 |
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Harry MellorandClaude Opus 5
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8c1557a79c
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Add pydocstyle to the ruff rules (#52136)
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>
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2026-09-16 16:44:29 +00:00 |
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wangxiyuanandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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118e17f5ff
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[Platform] Move env check function to platform interface (#48599)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-16 10:08:36 +00:00 |
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wangxiyuan
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b0898a4937
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[Misc] Allow install empty package from pip (#41074)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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2026-09-16 02:02:37 +00:00 |
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a4d2d9d95e
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[ROCm][Kimi-K3] Enable a4w4 flydsl kernels for KimiK3 (#53940)
Signed-off-by: ppalanga <ppalanga@amd.com>
Signed-off-by: Poovaiah Palangappa <poovaiah.palangappa@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Poovaiah Palangappa <poovaiah.palangappa@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
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2026-09-16 01:38:02 +00:00 |
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Martin Hickey
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934b1fcbcb
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[Frontend] Replace VLLM_ENABLE_SCALE_OUT_ENDPOINTS with --enable-scale-out (#55176)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
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2026-09-14 10:02:14 +00:00 |
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d2d649e674
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[DS V4.1][Engram] Support async prefetch for offloaded engram lookups and engram DP sharding (#56512)
Signed-off-by: Juntian Liu <Juntianl777@gmail.com>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: ywang96 <>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-13 02:44:23 -07:00 |
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Itay Alroy
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658c8131c7
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[Elastic EP] Reuse CUDA graphs across reconfiguration (#54985)
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2026-09-12 10:26:39 -04:00 |
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Wentao Ye
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5fe77aecfc
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[Deprecation] Deprecate items scheduled for 0.29 (#55353)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-09-11 08:17:02 -07:00 |
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Simon Danielsson
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ae48466cf3
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[Perf][ROCm] Add AITER custom AG/RS (DP only) (#48247)
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
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2026-09-11 13:19:57 +08:00 |
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Harry Huangandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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3116c5d06b
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[Qwen4Exp] Support UVA PLE-offload and Engram tensor parallelism (#54371)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-09 07:32:34 -07:00 |
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Nick Hill
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4aadb0f14d
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[Core] Enhance cpu<->gpu sync checking to include paged async copies (#53491)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-09-08 17:26:21 -07:00 |
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Francisco Javier Arceo
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c00091e026
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[Frontend] Gate scale-out endpoints behind opt-in flag (#54579)
Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
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2026-09-02 14:31:14 +08:00 |
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lzhan011andCyrus Leung
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ce7391712b
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[Bugfix][Security] Bound embedding densification before to_dense() (#54632)
Signed-off-by: lzhan011 <35493221+lzhan011@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-09-01 08:45:14 +00:00 |
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446c769482
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[Distributed] Add opt-in FlashInfer PCIe IPC all-reduce backend (#53576)
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-01 03:34:56 +00:00 |
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zofiaandopencode
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2a61f060d3
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[XPU] Ensure unquantized linear weight is N-contiguous (#53536)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Co-authored-by: opencode <noreply@opencode.ai>
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2026-08-31 16:01:24 +08:00 |
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b2f685834a
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[Hy4] support Hy4-preview model (#54160)
Signed-off-by: chengvjiang <chengvjiang@tencent.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: chengvjiang <chengvjiang@tencent.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: russellfeng <russellfeng@tencent.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-08-29 12:07:28 +08:00 |
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afriedriandAndreas Karatzas
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2f1cba799e
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[ROCm] remove VLLM_ROCM_USE_AITER_FP4_ASM_GEMM environment variable; make w4a4 use the preshuffle triton+asm by default (#53141)
Signed-off-by: Andy Friedrich <afriedri@amd.com>
Signed-off-by: afriedri <afriedri@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-08-28 18:59:53 +00:00 |
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Itay Alroy
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6d11122607
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[Elastic EP] Preserve AOT cache reuse during scaling (#53378)
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
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2026-08-27 14:55:44 +00:00 |
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Juan Pérez de Algaba
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0d7d5ed0b2
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fix(security): enforce VLLM_MAX_AUDIO_CLIP_FILESIZE_MB on all audio paths (#53561)
Signed-off-by: jperezde <jperezde@redhat.com>
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2026-08-24 21:37:02 +00:00 |
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Jee Jee LiandCyrus Leung
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4f686e182a
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[MISC] Cleanup deprecated parameters (#53559)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-08-24 10:19:04 -07:00 |
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andrewbcohere
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41ae917c12
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Add Cohere ChatV2 render endpoint (#53219)
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2026-08-24 12:27:57 +00:00 |
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Clinton ThomasandLucas Bourtoule
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2ec6f0d71e
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Reject oversized media before fully downloading it (#51896)
Signed-off-by: Clinton Thomas <1033162+KernelClint@users.noreply.github.com>
Co-authored-by: Lucas Bourtoule <35483370+dhalf@users.noreply.github.com>
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2026-08-24 01:15:09 +00:00 |
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Lucas Wilkinson
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8bdc70ec7b
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[6/N][KV-Cache Layout Refactor] Standardize KV cache layout (#51718)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-08-21 17:47:49 -07:00 |
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Hongxia YangandYifan Qiao
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cd7b7c265a
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[ROCm] Cpu offload for ROCm 7.13+ to align the hipMemcpyBatchAsync params and perf in 7.14x (#43018)
Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
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2026-08-21 09:07:03 -07:00 |
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Luke Alonsoandmgoin
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2740c817ff
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[Kernel] Add b12x FP4 MoE backend (#52018)
Signed-off-by: Luke Alonso <lalonso@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-08-21 08:04:36 -07:00 |
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Thanaji Rao ThakkalapelliandKunshang Ji
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9fd750f00d
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[XPU][INC] Add int4 w4a8 (dynamic int8 activation) backend for INC linear layers (#50501)
Signed-off-by: Thanaji Rao Thakkalapelli <thanaji.rao.thakkalapelli@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-08-21 14:38:59 +08:00 |
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2785c72a14
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[Kimi-K3] Extend GEMM-RS to GEMM-AR (#53053)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: wzhao18 <wzhao18.sz@gmail.com>
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2026-08-21 03:44:15 +00:00 |
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Canlin Guo
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4f6885fffc
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[DSV4][Kernel] Fuse shared experts into MegaMoE (#53040)
Signed-off-by: Canlin Guo <canlinguosdu@gmail.com>
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2026-08-20 12:07:02 -07:00 |
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Woosuk KwonandOpenAI Codex
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6a962071bd
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[Distributed] Enable FlashInfer all-reduce by default (#52998)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-19 18:17:43 -07:00 |
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LuckyStep
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9a9aa2b017
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[Bugfix] Redact api_key in non-default args log (#52523)
Signed-off-by: LuckyStep <67696304+Andy365-365@users.noreply.github.com>
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2026-08-19 15:52:53 +08:00 |
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Misha GoinandOpenAI Codex
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bca7bea240
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Remove VLLM_TEST_FORCE_FP8_MARLIN to replace with linear_backend/moe_backend (#52182)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-18 12:58:04 -04:00 |
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Taneem Ibrahim
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be3f614ff1
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[CI] Register CPU CI "VLLM_CPU_CI_ENV" environment variable (#52633)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-08-18 08:28:00 -04:00 |
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Jee Jee Li
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2687fec6ef
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Replicated embedding and norm fusion for DSV3 flat model (#48484)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-08-18 14:53:21 +08:00 |
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Tyler Michael SmithandOpenAI Codex
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017e9f4448
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Promote prefix_cache_retention_interval to an argument and change the default to 0 (#52216)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-17 13:20:50 +00:00 |
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Cyrus Leung
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5cecfc0137
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[Bugfix] Fix modelscope usage (#52431)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-08-15 02:40:24 -07:00 |
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Rahul ChalamalaandJanelle Cai
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03a8d0b1ed
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[Model][Spec Decode] Tap the pre-norm AttnRes mixture as the Kimi K3 DFlash aux state (#50487)
Signed-off-by: Rahul Chalamala <22563365+rchalamala@users.noreply.github.com>
Co-authored-by: Janelle Cai <janelle.cai@modal.com>
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2026-08-14 09:03:42 -07:00 |
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1be3628367
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[Kernel][Perf] Add fused CUDA post-conv MTP decode kernel for Qwen3.5 GDN (#51674)
Signed-off-by: Jie Fang <jief@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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2026-08-14 11:44:45 +08:00 |
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Thien Tran
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6014f9e672
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[Kimi-K3] Add GEMM-RS for sequence parallelism (#52079)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-08-13 09:02:28 -07:00 |
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Thomas Ortner
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b8baa31a28
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Hardware-agnostic model definition via HF transformer backend (1/N) (#49458)
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
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2026-08-13 11:21:50 +01:00 |
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7f7a32cfec
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[Spec Decode] DSpark confidence-scheduled verification (#47808)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Signed-off-by: Lucas Wilkinson <wilkinson.lucas@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-08-12 12:27:48 -07:00 |
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b64a2708b0
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Bound generation inputs before expensive work (#51447)
Signed-off-by: Clinton Thomas <1033162+KernelClint@users.noreply.github.com>
Co-authored-by: Lucas Bourtoule <35483370+dhalf@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-11 22:03:50 +08:00 |
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63ac04a61e
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[Kimi-K3] DCP support (#50484)
Signed-off-by: girasoley <girasoley@inferact.ai>
Signed-off-by: Summer Yang <girasoleyang@gmail.com>
Signed-off-by: 云挚 <ningyunxiao.nyx@antgroup.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: 云挚 <ningyunxiao.nyx@antgroup.com>
Co-authored-by: foraxe <73625538+foraxe@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-08-10 12:54:26 -07:00 |
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Juan Pérez de AlgabaandCursor
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640a09086d
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Fix DoS via sample-rate forgery bypassing audio decode duration guard (#49948)
Signed-off-by: jperezde <jperezde@redhat.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-08-10 15:49:17 +00:00 |
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d8eabdbfbe
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[ROCm][MLA] Use asm decode for non-divisor small head counts (#50578)
Signed-off-by: vanshbhatia-amd <210711135+vanshbhatia-amd@users.noreply.github.com>
Signed-off-by: Markus Hartikainen <markus.hartikainen@amd.com>
Signed-off-by: Liuyinfeng01 <yinfeliu@amd.com>
Co-authored-by: vanshbhatia-amd <210711135+vanshbhatia-amd@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Markus Hartikainen <markus.hartikainen@amd.com>
Co-authored-by: Liuyinfeng01 <yinfeliu@amd.com>
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2026-08-06 14:56:53 -04:00 |
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