 Misha GoinandClaude
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e3a29aa9b3
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[Bugfix][MoE] Size the permute scratch from its inputs (#60447)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-10-08 15:32:07 -04:00 |
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SeongJun LeeandMisha Goin
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fff10d2072
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[Attention] Allow an NVFP4 KV cache on SM90 with fa2 (#60620)
Signed-off-by: lesj0610 <lesj0610@gmail.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
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2026-10-08 12:16:22 -07:00 |
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Kevin LiandMisha Goin
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fc494822ea
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[Test][Quantization] Gate CUTLASS W4A8 kernel tests to SM90 (#58878)
Signed-off-by: Kevin Li <kevinbean99@gmail.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
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2026-10-08 19:14:35 +00:00 |
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Divakar VermaandAndreas Karatzas
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18751bc6a7
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[ROCm][CI] Add coverage for AiterExperts token padding: inf/nan garbage rows (#59334)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-10-08 19:11:45 +00:00 |
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Misha GoinandClaude
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30c7405890
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[MoE] MXFP4 oracle: add CUTLASS W4A4 backend and BF16 activation fallback (#60079)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-10-08 11:39:09 -07:00 |
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1664c4f444
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[Bugfix][MiniMax-M3] Guard sparse decode sentinel indices (#54597)
Signed-off-by: Kyle Liang <kylliang@nvidia.com>
Signed-off-by: Kyle Liang <kyleliang-nv@users.noreply.github.com>
Co-authored-by: Kyle Liang <kyleliang-nv@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-08 18:27:57 +00:00 |
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stefankoncarevic
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f4dde3132c
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[CI][ROCm] Reuse AITER's prebuilt MoE module in the modular-kernel harness (#60633)
Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.com>
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2026-10-08 11:18:05 -05:00 |
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JartX
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994b8b77be
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[Bugfix][ROCm] RDNA3 W4A16 MoE: handle the N-first CT weight layout (#60388)
Signed-off-by: JartX <sagformas@epdcenter.es>
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2026-10-08 15:06:39 +00:00 |
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Andy Lo
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ba77c4c130
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[Bugfix][Attention] Preserve small FP8 softmax weights in Triton attention (#60156)
Signed-off-by: Andy Lo <andy@mistral.ai>
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2026-10-08 12:35:22 +02:00 |
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Rehan KhanandBob
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fd0216d3b5
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[Bugfix][CPU] Fix fused Gumbel-max wrapping-window bias (#60221)
Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com>
Co-authored-by: Bob <bob@ibm.com>
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2026-10-08 15:15:53 +08:00 |
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fb2ac82458
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[ROCm][DSv4.1][Perf] Replace the Torch prefill combine with the shared combine_topk_swa_indices kernel (#56638)
Signed-off-by: JohnQinAMD <yanyuan.qin@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Ren Yuzhou <54501155+yuzhouo7@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
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2026-10-08 14:15:18 +08:00 |
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Jiahan Chang (Cyrus)
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816173ca9d
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[Kernel] Remove WAR for LL CuTeDSL BF16 GEMM (#60434)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
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2026-10-08 05:38:07 +00:00 |
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Simon DanielssonandDouglas Lehr
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87d9996abe
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[ROCm][Perf][GLM-5.3-Flash] BF16 splitk kernel for sparse MLA decode (#58584)
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
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2026-10-07 21:37:51 -05:00 |
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f38c6778ce
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[quantization] Add per-token NVFP4 quantization MoE support for ReLU2 (#56740)
Signed-off-by: Xuanteng Huang <xuantengh@nvidia.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-10-07 22:01:09 +00:00 |
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554340f3d3
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[Attention] Support NVFP4 KV cache on SM8x and SM12x with FlashInfer (#46963)
Signed-off-by: lesj0610 <lesj0610@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: lesj0610 <lesj0610@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-10-07 13:24:21 -04:00 |
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00CC
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5281e49908
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[ROCm][Perf] Enable medium-skinny dispatch in RDNAHybridW4A16LinearKernel (#52619)
Signed-off-by: tangzzycc <3081129260@qq.com>
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2026-10-07 13:21:43 +00:00 |
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8a26869bca
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[Bugfix] Index Mamba align state copies by request slot in MRV2 (#60210)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Karl0007 <44745209+Karl0007@users.noreply.github.com>
Co-authored-by: Yongqin Wang <yongqinwang@roblox.com>
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2026-10-07 02:32:46 +00:00 |
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956960f85f
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[Perf][MRV2] Avoid stream syncs in NonUvaBuffer host-to-device copies (#60215)
Signed-off-by: cheesecake <farzanaman99@gmail.com>
Co-authored-by: William Joyner <133391209+joynerwk03@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-07 01:51:12 +00:00 |
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Robert ShawandClaude Code
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283d76d56a
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[Bugfix] Widen ep_gather output offset to int64 (#58373)
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Claude Code <noreply@anthropic.com>
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2026-10-07 01:45:04 +00:00 |
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fe51194e2d
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[Bugfix][MiniMax-M3] Fence decode indexer shared-memory stage reuse (#60194)
Signed-off-by: Vladimir Anisimov <vanisimov@nvidia.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-10-07 01:35:12 +00:00 |
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5ab4e4445b
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[Perf][MoE] Skip padded work in block-FP8 DeepGEMM experts (#59128)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-06 18:49:57 -05:00 |
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aditi-amd
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385d86a6cf
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[Attention] Add UltraQuant 4-bit KV cache backend (FlyDSL D=256) (#57057)
Signed-off-by: Aditi Rana <aditi.rana@amd.com>
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2026-10-06 20:42:52 +00:00 |
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d1f3d8b870
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[Quantization] Prefer Humming before Marlin backends on SM90 (#56997)
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>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-06 12:31:35 -07:00 |
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Matthias Gehre
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b267fe4881
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[ROCm][Perf] W4A16: pad gfx11 weight and activation strides (#56301)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
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2026-10-06 08:22:33 -05:00 |
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Mia Ojeda
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3313825983
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[Bugfix][DiffusionGemma] Read the causal mask as int32 and compile the sample step (#59992)
Signed-off-by: ojeda-e <eojeda@league.com>
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2026-10-06 19:25:51 +08:00 |
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roikoren755andzjy0516
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e11962fc1c
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[Feat][Mamba2] Enable internal prefill checkpoints (#57329)
Signed-off-by: Roi Koren <roik@nvidia.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-10-06 07:53:51 +00:00 |
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edfccc9469
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[ROCM][Perf] Add ROCM_SEGMENTED_ATTN attention-backend works across RDNA3/3.5/4 (#59132)
Signed-off-by: root <jeffaw99@hotmail.com>
Signed-off-by: big-yellow-duck <jeffaw99@hotmail.com>
Co-authored-by: Tan Pin Siang <1716735+tanpinsiang@users.noreply.github.com>
Co-authored-by: vllmellm <190700713+vllmellm@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-10-06 07:53:47 +00:00 |
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40c86ae1ce
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[Kernel] Enable OAI Triton MXFP4 MoE on SM12x (#58877)
Signed-off-by: lazymio <mio@lazym.io>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
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2026-10-06 01:49:13 -04:00 |
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aoshen02andClaude Opus 5.5
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9a1f6fd4cb
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[Model][DeepSeek-V4.1] Permute mega-attention wq_b / wo_a while loading (#60064)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-06 05:20:09 +00:00 |
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21d93d0d8c
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[Attention][Model] FP8 KV cache for Triton DiffKV and MiMo-V2.6-Flash (#58128)
Signed-off-by: Luca Motz <luca.motz@icloud.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2026-10-05 21:18:29 -07:00 |
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4e198cef83
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[TEST][XPU][CI] Fix ci uva kernel test instability (#60041)
Signed-off-by: Your Name <you@example.com>
Co-authored-by: Your Name <you@example.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-10-06 09:19:01 +08:00 |
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97bd8c74eb
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[ROCm][DSv4.1][Perf] One-pass dequantize and a gather-sized grid for the compressed K cache (#56720)
Signed-off-by: JohnQinAMD <yanyuan.qin@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-05 17:57:46 -07:00 |
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MasonandYongye Zhu
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6dd813e0b7
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[Bugfix][MoE] Allow MiniMax2 routing in TRTLLM BF16 monolithic backend (#59571)
Signed-off-by: Mason Pitt <bradley.b.pitt@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-10-05 16:24:14 -07:00 |
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akii96
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182247257f
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[ROCm][Perf] Use a stacked hipBLASLt GEMM for the bf16x3 router (#52668)
Signed-off-by: Aakif Nawaz <aakif.nawaz@amd.com>
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2026-10-05 17:28:07 +00:00 |
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roikoren755andmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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51eeb0c58f
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[Bugfix] Load stacked expert weights for non-gated MoE (#59031)
Signed-off-by: Roi Koren <roik@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-05 15:26:55 +03:00 |
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042ab0305c
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[Perf][Qwen4Exp] Merge QSA QKVG and indexer QK projections (#59533)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: namgyu-youn <namgyu.dev@gmail.com>
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2026-10-05 07:03:29 +00:00 |
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e8a53a55e6
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[Bugfix][Attention] Support int4_per_token_head on non-power-of-two head sizes (#56198)
Signed-off-by: Gawr Gura 0721 <LiRunGuo@users.noreply.github.com>
Co-authored-by: Gawr Gura 0721 <LiRunGuo@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-10-05 04:52:39 +00:00 |
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49e0f47978
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[Bugfix][DSv4.1] Keep the compressor ring out of the null block (#58560)
Signed-off-by: bluemelov <hannes.b2411@eva.space>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: bluemelov <hannes.b2411@eva.space>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-05 01:49:41 +00:00 |
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00CC
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f98d1fc493
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[ROCm][Bugfix] Fix ROCM_ATTN sliding-window boundary (#59550)
Signed-off-by: tangzzycc <3081129260@qq.com>
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2026-10-04 13:48:46 +00:00 |
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4ac0d0eac2
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[ROCm][RDNA3] Fix W4A16 split-K accuracy and determinism (#54706)
Signed-off-by: AIwork4me <AIwork4me@users.noreply.github.com>
Co-authored-by: AIwork4me <AIwork4me@users.noreply.github.com>
Co-authored-by: JartX <sagformas@epdcenter.es>
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2026-10-03 23:44:17 +08:00 |
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Divakar Verma
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faa9860dbd
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[ROCm][CI][AiterExperts] Add test coverage for hidden/intermediate padding correctness (#59333)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
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2026-10-03 01:53:37 +00:00 |
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Julien Debache
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111f71a6db
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[feat] FlashInfer CuteDSL MegaMoE integration (#54049)
Signed-off-by: jdebache <jdebache@nvidia.com>
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2026-10-02 15:43:33 -04:00 |
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Stefano CastagnettaandBenjamin Chislett
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f590eb2448
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[Perf][Qwen4Exp] Add SM121 TP=1 skinny-GEMM plans (#59753)
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
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2026-10-02 17:17:45 +00:00 |
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9cf087fd14
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[Perf] Tune MoE weighted-sum kernel launch configuration (#59731)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
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2026-10-02 17:09:29 +00:00 |
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rmhaskarandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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e42d35d4f3
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[Minimax-M3] Keep the native FP8 MMA in the Triton indexer scorers (#59481)
Signed-off-by: Rajas Mhaskar <rmhaskar@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-02 12:30:39 -04:00 |
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4c4003bb5f
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[Bugfix] Bind routed-experts capture to the MoE layer, not the kernel (#59455)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-02 15:50:38 +00:00 |
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e4294144a8
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[Perf] Keep non-speculative GDN decode on the standard path (#59735)
Signed-off-by: DimensionSTP <65501090+DimensionSTP@users.noreply.github.com>
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Kimi Code <noreply@moonshot.ai>
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2026-10-02 13:44:53 +00:00 |
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Simon Danielssonandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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98b29aa99a
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[ROCm][Perf][GLM-5.3-Flash] Add AITER topk backend for decodes (#58167)
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-02 11:47:41 +01:00 |
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Simon Danielssonandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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751fa96a49
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[ROCm][Perf][GLM-5.3-Flash] Remove redundant copy after ragged sparse MLA (#58569)
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-02 11:45:51 +01:00 |
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Yongye ZhuandClaude Opus 5.5
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7566d83bd3
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[Attention][MiniMax-M3] NVFP4 KV cache on the MSA sparse attention path (#59300)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-01 14:39:55 -07:00 |
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