 sroberts-amdandStacy Roberts
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c794754062
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[ROCm]Remove special-case SiTU support model-specific gating (#50597)
Signed-off-by: Stacy Roberts <sroberts@amd.com>
Signed-off-by: Stacy Roberts <robers23@utexas.edu>
Co-authored-by: Stacy Roberts <robers23@utexas.edu>
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2026-08-14 13:38:04 -05:00 |
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Lucas WilkinsonandClaude
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57bd0ed441
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[5/N][KV-Cache Layout Refactor] Backend-published KV packing via customize_spec (#51704)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-08-14 09:47:55 -04:00 |
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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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827a2af806
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[Kernel] Gemma-4 FA4 FP8 Kernel (#48666)
Signed-off-by: Qixiang Lin <qixiangl@nvidia.com>
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
Co-authored-by: Qixiang Lin <qixiangl@nvidia.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-08-13 17:42:00 -07:00 |
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bastefaniak
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71b0da7c4e
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[Bugfix] Fix .../mrope.py::apply_interleaved_rope() when torch.compile is used in torch==2.13 (#52005)
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
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2026-08-13 22:08:40 +00:00 |
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fxmarty-amd
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48825acc23
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[Quantization] Remove dead QuantizationConfig.is_mxfp4_quant (#51793)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
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2026-08-13 13:58:31 -04:00 |
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pmanczak
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c4e969294e
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[XPU] Add tuned Mamba SSU configs for Intel Arc Pro B70 (#50534)
Signed-off-by: pmanczak <pawel.manczak@intel.com>
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2026-08-13 12:36:55 +00:00 |
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kliuae
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f96261637c
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[ROCm][Perf] Kimi-K3 Remove prefill pipeline stall in chunk KDA (#51862)
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
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2026-08-13 09:11:45 +00:00 |
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399f97424e
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[Bugfix][R3] Size monolithic routing replay buffer for DP (#50874)
Signed-off-by: tbarnatan <tbarnatan@nvidia.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-08-13 00:18:08 -07:00 |
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903d2efe7e
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[Attention][MLA] Fuse Kimi-K3 chunked-context K/V packing (#51772)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.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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2026-08-12 22:42:57 -07:00 |
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Simon DanielssonandAndreas Karatzas
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3d204dfdaa
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Revert "[Perf][ROCm] Dual-stream decode with hipgraphs" (#52024)
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-08-13 04:38:34 +00:00 |
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61826c1c6f
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[Hardware][Power] Unqualized MoE Backend for Power (VSX) (#51624)
Signed-off-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Antigravity <antigravity@google.com>
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2026-08-13 10:56:09 +08:00 |
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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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19d61b1273
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[Bugfix] Initialize DeepGemmQuantScaleFMT oracle lazily; bound QuantFP8 UE8M0 packed path to group_size 128 (#51359)
Signed-off-by: BabyDrangoner <148877251+BabyDrangoner@users.noreply.github.com>
Signed-off-by: kiroxu <148877251+BabyDrangoner@users.noreply.github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-12 14:27:50 -04:00 |
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9035151d6c
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[Model] Add native Dots3 NOTE multimodal support (#51255)
Signed-off-by: KurodaKanbei <mistergalahad@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-08-12 23:13:20 +08:00 |
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Tan Pin Siang
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e60f3c4c13
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[Bugfix] Fix MiniMax-M3 compressed-tensors FP8 MoE SwiGLU params (#46845)
Signed-off-by: Tan Pin Siang <tanpinsiang@gmail.com>
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2026-08-12 10:52:30 +00:00 |
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Chaojun Zhang
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8c011da6d0
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[XPU] Route block-quantized FP8 weights to the W8A8 kernel (#50787)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
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2026-08-12 16:57:22 +08:00 |
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aoshen02
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4eef91c03c
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[Model] Support R3 capture with DeepGEMM MegaMoE (#51831)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
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2026-08-12 01:07:07 -07:00 |
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Matej SirovatkaandJee Jee Li
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3ac9525507
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[Bugfix][Quantization] Reuse online NVFP4 MoE kernel across reloads (#50074)
Signed-off-by: S1ro1 <matej.sirovatka@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-08-12 14:06:53 +08:00 |
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Matvei PashkovskiiandClaude
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20727e2841
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[Hardware][AMD] Enable fused bf16→fp32 router GEMM on ROCm (#50268)
Signed-off-by: Matvei Pashkovskii <mpashkov@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-08-12 02:46:13 +00:00 |
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Simon Danielsson
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47ececb58e
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[Perf][ROCm] Dual-stream decode with hipgraphs (#48223)
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
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2026-08-12 09:32:24 +08:00 |
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PikaPikachu
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466855a2bf
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[ROCm] Enable DeepSeek-V4 on gfx11 (#47017)
This PR enables DeepSeek-V4 checkpoints on ROCm gfx11/RDNA devices.
Signed-off-by: Letian Kang <Letian.Kang@amd.com>
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2026-08-12 08:55:10 +08:00 |
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Rohan PotdarandClaude Opus 4.8
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0f0cb918b7
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[ROCm][MoE] Fix expert_map vs AITER expert_mask for non-AITER experts under EP (#49758)
Signed-off-by: Rohan Potdar <rohan.potdar@amd.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-08-11 15:33:02 -05:00 |
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Andreas Karatzasandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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36f4630d89
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[Bugfix][MoE] Fix fused block-scale orientation (#50727)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-11 16:05:38 -04:00 |
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Wentao Ye
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fd04edef3e
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[Refactor] Delete dead code in models (#51838)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-08-11 15:44:26 -04:00 |
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Andreas KaratzasandOpenAI Codex
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1ab2801dde
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[ROCm] Remove stale SDPA and skinny GEMM workarounds (#50907)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-11 14:19:16 -04:00 |
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Julien Debache
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52be12cfac
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feat: allow shared expert overlapping for FlashInfer one-sided all-to-all (#50569)
Signed-off-by: jdebache <jdebache@nvidia.com>
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2026-08-11 10:06:22 -07:00 |
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Jiangyun ZhuandOpenAI Codex
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5af7c8dad7
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[Bugfix] Align Qwen GDN gates with speculative tokens (#51812)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-11 23:35:30 +08:00 |
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pmanczakandKunshang Ji
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5b5eae2394
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[Misc] Enable test_silu_mul_fp8_quant_deep_gemm on XPU (#49444)
Signed-off-by: pmanczak <pawel.manczak@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-08-11 23:19:14 +08:00 |
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0fb9897df1
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[Bugfix][MoE] Support GELU tanh in FlashInfer B12x MoE (#51819)
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-11 15:07:58 +00:00 |
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Jee Jee Li
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dd7cc85f17
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Add MoE output contract for MoE tail fusion (#51407)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-08-11 22:23:59 +08:00 |
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Fangzhou Ai
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1044d19998
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[ROCm][DSV4] Preserve native MXFP4 TP8 shard allocation (#51473)
Signed-off-by: Fangzhou Ai <fangzhou.ai@amd.com>
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2026-08-10 23:57:27 -07:00 |
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Priyansh JainandAndreas Karatzas
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2acb055ed7
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[CPU][Zen] Route BF16 MoE inference through zentorch on AMD (#44201)
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-08-10 23:20:05 -07:00 |
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Wei Zhao
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608c12473f
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[Attention] Fix MLA prefill workspace allocation size (#51733)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
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2026-08-11 05:34:30 +00:00 |
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c76a425278
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[Kernel] Optimize long-context MLA cache gathers (#51739)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-08-10 22:23:43 -07:00 |
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aoshen02andRoger Wang
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99e62b802c
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[Bugfix][Model Loader] Defer post-load attention weight processing (#49519)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-08-10 19:16:57 -07:00 |
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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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8fea1d306f
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Fix uniform_random routing simulation to sample without replacement (#43680)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Signed-off-by: Elvir Crnčević <elvircrn@gmail.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2026-08-10 15:28:57 +00:00 |
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ba1cdcfcf0
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[Model][Quantization] Add Ling-3.0-flash-fp8 support (#51265)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-09 23:09:08 -07:00 |
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Isotr0py
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3b4c86e489
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[Bugfix][Quantization] Fix fp32 weight scale for mxfp4 quantization and per-expert checkpoint mapping (#51419)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
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2026-08-09 23:08:52 -07:00 |
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Li, Jiang
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7ce84b99ce
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[CPU] Restore linear dispatch for small unquantized GEMMs (#51379)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2026-08-10 11:29:59 +08:00 |
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Lena OnyshchenkoandKunshang Ji
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751f2ccdd3
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[Kernel][XPU] Tensor-descriptor operand loads for Triton W8A8 scaled_mm (#47205)
Signed-off-by: oonyshch <xonyshch@gmail.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-08-10 00:56:11 +00:00 |
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Isotr0py
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073c510c91
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[Migration] Migrate bitsandbytes support to OOT plugin (#43529)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
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2026-08-09 10:27:31 +08:00 |
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djramic
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5eaa70dac5
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[Bugfix][Quantization] Fix INT8 W8A8 MoE crash in TritonExperts (#51411)
Signed-off-by: Djordje Ramic <djoramic@amd.com>
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2026-08-07 22:06:58 -05:00 |
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Nick Hill
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9823714346
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[Bugfix] Drop stale layer kwarg from online MXFP4 kernel creation (fix precommit) (#51442)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-08-07 13:49:00 -07:00 |
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Wei-Ming Chen
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1c94e8dc7d
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Add NVFP4 KV 4-over-6 scale search (#45187)
Signed-off-by: weimingc <17592131+meenchen@users.noreply.github.com>
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2026-08-07 13:22:27 -07:00 |
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Walter Beller-MoralesandHarry Mellor
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70456e5e6f
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[Bugfix] when loading weights skip empty expert bias if model does not support them (#50937)
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-07 12:45:52 -07:00 |
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fxmarty-amd
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3518110f2f
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[Online quantization] Add online MXFP4 quantization support (#49347)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
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2026-08-07 12:39:46 -07:00 |
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wangxiyuan
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4eccf906ca
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[Attention] Mamba attention module refactor - Final part (#44857)
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2026-08-07 11:27:10 -07:00 |
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Jinzhen LinandOpenAI Codex
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fcde8e1460
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[Refactor] refactor humming linear and moe backends to use explicit layer configs (#49610)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-08-07 10:03:19 -07:00 |
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