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0a6446005d
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[CPU] Migrate unquantized MoE to the modular-kernel experts structure (#50133)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Fadi Arafeh <fadi.arafeh@arm.com>
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2026-08-03 14:55:04 +08:00 |
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Jason Li
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0055b8bfa3
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[Attention][MiniMax-M3] Add MSA speculative decode verification (#50032)
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2026-08-02 13:46:55 -07:00 |
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Matt Qinandyudigege86
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77469c9057
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[ROCm][MLA] Mask the AITER MLA small-head verify flatten causally (#50476)
Signed-off-by: yudigege86 <naqin@amd.com>
Co-authored-by: yudigege86 <naqin@amd.com>
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2026-08-01 07:17:17 +00:00 |
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Amir Samani
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c4a4a42d80
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[Bugfix][Test] Fix monolithic routing replay test buffer capacity (#50640)
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2026-07-31 19:37:39 -07:00 |
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b40d859c7b
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[Kernel][Helion] Add numerics checks to benchmark script (#48968)
Signed-off-by: Shangdi Yu <shangdiy@meta.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-07-31 20:16:02 -04:00 |
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454ea5b526
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[MoE Refactor] Combine CompressedTensorsWNA16MarlinMoEMethod with CompressedTensorsWNA16MoEMethod (#44570)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Signed-off-by: Dobrzyniewicz, Agata <agata.dobrzyniewicz@intel.com>
Signed-off-by: Tushar Jain <tushar00jain@users.noreply.github.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: Agata Dobrzyniewicz <160237065+adobrzyn@users.noreply.github.com>
Co-authored-by: Tushar Jain <8455015+tushar00jain@users.noreply.github.com>
Co-authored-by: Tushar Jain <tushar00jain@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
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2026-07-31 14:13:03 -07:00 |
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fxmarty-amd
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e67a2e0a56
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[ROCm][Quark][7/N] Use MXFP4 linear kernel abstraction for emulation backend (#48949)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
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2026-07-31 10:07:15 -07:00 |
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94e9ef0768
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[Bugfix] Don't transpose fused MoE quantization scales in RoutedExperts.load_weights (#50137)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-31 08:46:52 -07:00 |
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Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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df71917cf1
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[DSv4 Perf] Optimize workspace reuse for eager break, 3.9% E2E TTFT improvement. (#49236)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-31 08:45:58 -07:00 |
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bnellnmandHarry Mellor
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6e311c6e20
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[MoE Refactor] Rename FusedMoE to FusedMoEFactory (#44941)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: bnellnm <49004751+bnellnm@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-07-31 11:28:18 +01:00 |
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Chaojun ZhangandKunshang Ji
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482cfc20f0
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[XPU] Unify XPU RMSNorm kernels with vllm_c and drop redundant XPU-specific implementation (#46981)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-07-31 17:28:18 +08:00 |
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Thien TranandCodex
|
34bb795ff3
|
[CI] Add M3 MSA tests to CI (#49143)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Codex <noreply@openai.com>
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2026-07-31 01:01:48 -07:00 |
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10e6b40015
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[CPU][BugFix] Remove redundant kv cache write (#50437)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-07-31 15:28:44 +08:00 |
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stefankoncarevicandAndreas Karatzas
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2773ec31b3
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[ROCm][CI] Use explicit wvSplitKrc skinny-GEMM test tolerance for bf16 (gfx950) (#49309)
Signed-off-by: Stefan Koncarevic <Stefan.Koncarevic@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-30 22:25:42 -05:00 |
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MattandAndreas Karatzas
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d91f7af7d0
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[Hardware][AMD][Kernel][CI][Bugfix] Fix ROCm DeepEP FP8 max (#50467)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-30 21:37:36 -05:00 |
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+1
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4f1da84eb5
|
Enable gfx1250 ROCm architecture (#46516)
Signed-off-by: Douglas Lehr <Doug.Lehr@amd.com>
Signed-off-by: jpvillam <juan.villamizar@amd.com>
Signed-off-by: Daniel <danichan@amd.com>
Signed-off-by: Jaden Mathias <jaden.mathias@amd.com>
Signed-off-by: jpvillam <jpvillam@amd.com>
Signed-off-by: Juan Villamizar <100237675+jpvillam-amd@users.noreply.github.com>
Signed-off-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Signed-off-by: Jaden Mathias <Jaden.Mathias@amd.com>
Co-authored-by: Douglas Lehr <Doug.Lehr@amd.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-authored-by: Daniel <danichan@amd.com>
Co-authored-by: Jaden Mathias <jaden.mathias@amd.com>
Co-authored-by: jpvillam <jpvillam@amd.com>
Co-authored-by: root <root@ctheliosr-1b114-f01-2.mnb.dcgpu>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Co-authored-by: dllehr <douglehr@amd.com>
Co-authored-by: Daniel Chan <Daniel.Chan@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-31 01:41:12 +00:00 |
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Wentao Ye
|
0bff0ce5d3
|
[Kimi K3 Bug] Fix deepgemm support for kimi k3 (#50458)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2026-07-30 20:10:16 -04:00 |
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Shangdi YuandOpenAI Codex
|
45b60e3914
|
[Kernel][Helion] Disable unsafe B200 RMS reduction warp specialization (#50345)
Signed-off-by: Shangdi Yu <shangdiy@meta.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-07-30 20:37:52 +00:00 |
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Michael Goin
|
0eec856cc3
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Add Humming indexed-MoE regression test (#50468)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-07-30 16:26:24 -04:00 |
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Andreas Karatzas
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bdc98bf506
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[CI] Initialize fused gated RMSNorm weights (#50377)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-30 15:34:08 -04:00 |
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Wentao Ye
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837eae6458
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[DSv4 Perf] Remove redundant full kernel for dsv4, 1.88x kernel performance improvement (#50298)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-07-30 11:39:07 -04:00 |
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Andreas Karatzas
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5b95890742
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[FlexAttention] Avoid encoder block-mask compile explosion (#50339)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-30 11:24:13 -04:00 |
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e2efe79695
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[ROCm]Migrating Deepseek V3.2 to vllm/models/deepseek_v32/ (#47207)
Signed-off-by: sroberts-amd <sroberts@amd.com>
Signed-off-by: Stacy Roberts <sroberts@amd.com>
Co-authored-by: Elvir Crncevic <elvircrn@gmail.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-30 08:37:43 -05:00 |
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Martin HickeyandHarry Mellor
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38a267cdd5
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[MyPy][1/N] Fix mypy errors in some tests/ directories and enforce follow-imports=silent (#49570)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-30 05:02:51 -07:00 |
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Li, JiangandClaude
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072a472782
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[CPU] Bump up CPU kernels to latest version (#50387)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-07-30 19:18:43 +08:00 |
|
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+13
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aeeb36b1f1
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[New model] Kimi K3 (#50000)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
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2026-07-30 03:49:58 -07:00 |
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Andreas KaratzasandOpenAI Codex
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0c64be8873
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[Test][ROCm] Account for gfx950 FP8 RMSNorm rounding (#49839)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-07-30 18:46:37 +08:00 |
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yinfengLiu
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f1e8fd27ae
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[ROCm] Add AITER FP8 ViT encoder attention (#49937)
Signed-off-by: Liuyinfeng01 <yinfeliu@amd.com>
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2026-07-30 06:22:10 +00:00 |
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Jane (Yuan) Xu
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a7a204cc6e
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Add FlashMLA H100 tests to CI, fix them after #32810 (#50322)
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2026-07-29 22:06:18 -07:00 |
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stefankoncarevicandAndreas Karatzas
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b88916617d
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[ROCm] [CI] Support cached K/V (key/value=None) in Triton prefix-prefill (#48257)
Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-29 23:31:51 -05:00 |
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Wentao Ye
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82642d7d6c
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[Perf] RMSNorm uncontiguous support, 1.2~3.1x kernel performance improvement (#49750)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-07-29 13:45:38 -07:00 |
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f51193b9ae
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[Kernel][Mamba] Fused-kernel support for align-mode DS-conv state migration with num_accepted_tokens > 1 (#49291)
Signed-off-by: Sungsoo Ha <sungsooh@nvidia.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
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2026-07-29 18:54:52 +08:00 |
|
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fxmarty-amd
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5b14019576
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[CI] Fix MXFP8 MOE backend selection tests on gfx942 (#50222)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
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2026-07-29 17:17:11 +08:00 |
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65a1a16594
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[CPU] Fix FP8 attention scratchpad sizing (#50194)
Signed-off-by: Li, Tianmu <tianmu.li@intel.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-07-29 15:34:37 +08:00 |
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+12
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7c6729b769
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[Model] Add Kimi K3 support: model files and kernels [1/N] (#50089)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
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2026-07-29 14:10:58 +08:00 |
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6f00a1ae3b
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fused_moe: add VLLM_TRITON_USE_TD tensor-descriptor path (#42436)
Signed-off-by: Artur Fierka <artur.fierka@intel.com>
Signed-off-by: Lena Onyshchenko <162571002+oonyshch@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Lena Onyshchenko <162571002+oonyshch@users.noreply.github.com>
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2026-07-29 13:15:10 +08:00 |
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32a423ac0a
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Integrate CuTeDSL MoE for ReLU2 NVFP4 (#49580)
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-07-28 19:46:38 -07:00 |
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fxmarty-amd
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5369f7b7b8
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[MXFP8][ROCm] Fix MXFP8 MoE backend selection (#49747)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
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2026-07-29 07:57:20 +08:00 |
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Julien Debache
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bb3b61f2fd
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perf: dispatch non-grouped bias-less topk routing methods to fused path (#49618)
Signed-off-by: jdebache <jdebache@nvidia.com>
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2026-07-28 14:57:22 -07:00 |
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Shanshan Shen
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6c7e679f04
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[ROCm][Bugfix] Sanitize AITER paged-MQA logits before sparse top-k for DeepSeek-V4 (#49714)
Signed-off-by: shen-shanshan <467638484@qq.com>
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2026-07-28 11:08:50 -07:00 |
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Andreas Karatzas
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05a0814863
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[ROCm] Fix and optimize GPT-J-style MRoPE (#49906)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-28 10:50:10 -06:00 |
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Nick HillandClaude Opus 4.8
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94100b5915
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[CI] Wire untethered test files into CI jobs (#49340)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-07-28 14:02:31 +00:00 |
|
|
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33fe71a4d3
|
[AMD] Revert Mxfp4MoeBackend.TRITON_UNFUSED fallback (#46491)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-27 22:31:23 -05:00 |
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fxmarty-amdandAndreas Karatzas
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7aea73d83d
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[ROCm][Quark][6/N] Use MXFP4 linear kernel abstraction for aiter backend (#49348)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-27 21:35:57 -05:00 |
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Netanel Haber
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1e34a13539
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Fix Humming non-gated MoE (#49096)
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2026-07-27 22:56:44 +00:00 |
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|
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28158b2fc3
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[ROCm] [BugFix] Fix Quark GLM-5.2 Checkpoint inference: indexer wk per-channel FP8 dequant + missing sparse-MLA metadata fields (#48886)
Signed-off-by: Colin Zeng <Colin.Zeng@amd.com>
Signed-off-by: ColinZ22 <Colin.Zeng@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: fanxingran <xingran.fan@amd.com>
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2026-07-27 22:38:22 +00:00 |
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Andreas Karatzas
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99115fcdcd
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[CI] Initialize DeepEP FP8 test weights (#49912)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-28 05:29:08 +08:00 |
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Wentao Ye
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b2f9e4caa4
|
[DSv4 Perf] Adaptive topk width, 1.0% E2E throughput improvement (#50004)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-07-27 15:56:52 -04:00 |
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Li, JiangandClaude Sonnet 5
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eb290ab673
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[Bugfix][CPU] Zero-pad MoE intermediate size for grouped-gemm TP alignment (#49591)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
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2026-07-27 16:32:23 +08:00 |
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Andreas Karatzas
|
e09900436c
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[CI][ROCm] Reduce kernel test runtime (#49915)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-27 06:44:21 +00:00 |
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