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ddd3855a28
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[MoE Backend] add HPC-Ops MoE backend (#45924)
Signed-off-by: chengvjiang <chengvjiang@tencent.com>
Co-authored-by: chengvjiang <chengvjiang@tencent.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
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2026-06-27 11:18:07 +08:00 |
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Nick Hill
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c6dd32a810
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[ModelRunner V2] Support realtime embeddings (#46762)
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2026-06-26 19:42:27 -07:00 |
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Nick Hill
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b94f212e37
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[ModelRunner V2] Deduplicate ModelState init logic (#46776)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-06-26 16:32:45 -07:00 |
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Harry Mellor
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d8eb734d94
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Fix Transformers backend FP8 MoE and remove some boilerplate (#46820)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-06-27 00:16:05 +01:00 |
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701a23d99f
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[Bugfix][Model] Support tensor parallelism for DiffusionGemma (#45719) (#46177)
Signed-off-by: Carlos Alvarado <carlos-alvarado@outlook.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2026-06-26 20:05:04 +00:00 |
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Julien Denize
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3d3b96488f
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Migrate Voxtral to mistral-common 1.11.5 audio API (#46705)
Signed-off-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>
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2026-06-26 11:06:31 -07:00 |
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fxmarty-amd
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37ce34922f
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[CI] Fix failing CUDA graph capture in Triton MOE (#46735)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
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2026-06-26 07:21:20 -07:00 |
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Hongxia YangandClaude Opus 4.8
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c2507fb293
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[ROCm] [MoE] [Perf] Shared-expert fusion for bias-routed MoE; enable on MiniMax-M3 mxfp8 model (#46545)
Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
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2026-06-26 07:05:20 -07:00 |
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TJian
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8921c4be88
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[ROCm] [Performance] Optimize aiter moe for DeepSeekV4 (#46122)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2026-06-26 06:43:27 -07:00 |
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qli88andTJian
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8e394244a5
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[ROCm]Enable AITER MoE backend for MiniMax-M3-MXFP4 (#46419)
Signed-off-by: Qiang Li <qiang.li2@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-06-26 06:35:35 -07:00 |
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Tiezhen WANG
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c7645bce04
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Remove grok model arch from vllm (#46706)
Signed-off-by: Xianbao QIAN <xianbao.qian@gmail.com>
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2026-06-25 23:02:10 -07:00 |
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fxmarty-amd
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552a9dbe59
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[NVFP4][Emulation] Fuse NVFP4 weight dequantization with compute in triton kernel for w13/w2 MOE MLP linears (#44667)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
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2026-06-25 19:33:00 -07:00 |
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Giancarlo Delfinandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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02a1f23711
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[DFlash] Fuse precompute kv per-layer rmsnorms (#46761)
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-25 19:32:07 -07:00 |
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Mike GandMichael Goin
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ad28d605e6
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[Bugfix] Default tie_weights to sharing the weight (fix tied quantized embeddings, e.g. ModelOpt Gemma4) (#45544)
Signed-off-by: Mike G <180722391+mikekg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-06-25 17:46:28 -07:00 |
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Wentao Ye
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8b4d93ba2b
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[Perf] Remove redundant clone for GLM, Deepseek etc (#46651)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-06-25 13:09:00 -07:00 |
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Michael Goin
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e8e7b592d1
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[Kernel][MoE] Tune block-FP8 fused MoE for low-batch decode (#46642)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-06-25 12:38:28 -07:00 |
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Ranran
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e45b279928
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[Bugfix] Fix NVFP4+MTP crash: force unquantized mtp.fc for Qwen3Next (#46316)
Signed-off-by: Ranran Haoran Zhang <ranzhang@redhat.com>
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2026-06-25 09:05:04 -07:00 |
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Qiuyang Yueandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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9bfd878a48
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[MoE] [MoE Refactor] Add moe kernel oracle abc 37753 (#43461)
Signed-off-by: Qiuyang Yue <yueqiuyang1389@gmail.com>
Signed-off-by: qyYue1389 <yueqiuyang1389@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-25 09:34:03 -04:00 |
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638b1a99cc
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[CPU][RISC-V] Add RVV path for W4A8 INT4 GEMM (#45269)
Signed-off-by: wcy <233313160abc@gmail.com>
Co-authored-by: lyd1992 <liuyudong@iscas.ac.cn>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-06-25 08:18:10 +00:00 |
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Tiezhen WANGandClaude
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72adb20a6a
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[Model] Remove AquilaForCausalLM, AquilaModel (#46605)
Signed-off-by: Xianbao QIAN <xianbao.qian@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-06-25 08:08:26 +00:00 |
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guybdandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2396d91e93
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[CPU][Spec Decode] Enable DFlash SD for CPU (#44029)
Signed-off-by: guybd <guy.boudoukh@intel.com>
Signed-off-by: Guy Boudoukh <guy.boudoukh@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-25 15:32:48 +08:00 |
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710ebaa189
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[ROCm][Bugfix] Fix chunk alignment when using context parallelism with TRITON_MLA (#46114)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-25 00:07:28 -04:00 |
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Xin Yang
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1273a8f05a
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[Kernel] Add swap AB optimization to fused_moe_kernel (#36559)
Signed-off-by: Xin Yang <xyangx@amazon.com>
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2026-06-25 01:44:30 +00:00 |
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Kaihang Jiang
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fc7fc421e9
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[Kernel][MoE] Allow FlashInfer MXINT4 MoE for gated SiLU (#46518)
Signed-off-by: Kaihang Jiang <kaihangj@nvidia.com>
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2026-06-24 18:32:50 -05:00 |
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Woosuk KwonandClaude
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d7ab9be775
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[Bugfix] Support -1 (invalid/non-local) slots in topk_ids for Triton MoE (#46408)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-06-24 13:59:42 -07:00 |
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Woosuk KwonandClaude
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6a1570711c
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[Bugfix] Support non-power-of-2 top_k in legacy triton_kernels routing (#46406)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-06-24 13:52:09 -07:00 |
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49f2104c53
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[Feature] Support DCP with FP8 KV cache in MLA decode path (#44044)
Signed-off-by: shivampr <shivampr.dev@gmail.com>
Signed-off-by: Shivam <shivamprasad91@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-24 19:28:17 +00:00 |
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HDCharlesandClaude Opus 4.6
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56ca5997ea
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Humming support for 2/3/5/6/7-bit pack-quantized weight-only inference (#46389)
Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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2026-06-24 13:53:54 -04:00 |
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Nick Hillandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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84c62e1cbd
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[Model Runner V2][MM] Support EVS (#46535)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-24 10:18:56 -04:00 |
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Fadi Arafeh
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061043eaca
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[CPU][Perf] Accelerate unquantized MoE for AArch64 (#46353)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
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2026-06-24 14:14:35 +00:00 |
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Tiezhen WANGandClaude
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4cd1a84c88
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[Model] Remove BaiChuanForCausalLM and BaichuanForCausalLM (#46362)
Signed-off-by: Xianbao QIAN <xianbao.qian@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-06-24 16:13:57 +08:00 |
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489abadfb8
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feat: support to OpenMOSS-Team (#44124)
Signed-off-by: nagisa-kun <1434936049@qq.com>
Signed-off-by: nagisa19 <1434936049@qq.com>
Signed-off-by: nagisa <1434936049@qq.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-24 00:08:13 -07:00 |
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Woosuk Kwon
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96de8bb389
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[MoE] Free unused MXFP4 scales in OAI Triton Backend (#46549)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-06-24 00:06:41 -07:00 |
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Jee Jee Li
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9d6fdc2901
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[Kernel] GLM5 Router GEMM (#46385)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-06-23 22:54:50 -07:00 |
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Michał Ganczarenko
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ac1fa74616
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[Bugfix] Fix NemotronLayerNorm1P hardcoded cuda device type (#46495)
Signed-off-by: <Michal Ganczarenko> <michal.ganczarenko@intel.com>
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2026-06-24 13:21:02 +08:00 |
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Nico Holmberg
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80e511772f
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[ROCm][Bugfix][Perf] enable shared expert fusion for Qwen3.5 (#44434)
Signed-off-by: Nico Holmberg <nico.holmberg@amd.com>
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2026-06-23 23:19:51 +00:00 |
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Roberto L. Castro
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855cd4d787
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[Perf][DSv4/DSv3.2] Add cluster-cooperative topK kernel for low-latency scenarios (#43008)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
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2026-06-23 16:11:00 -07:00 |
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Woosuk Kwonandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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0a3e2dbc09
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[Optimization] Skip DP padding tokens in MoE (#46428)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-06-23 14:54:46 -07:00 |
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Yongye Zhu
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11b56b2ff2
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[Kernel] Add FlashInferCutedslMxfp8LinearKernel (cute-dsl mm_mxfp8) (#46393)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-06-23 12:45:49 -07:00 |
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0d4d164488
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[Bugfix] Allow flashinfer_cutlass as a clamped NVFP4 MoE backend (#46492)
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-06-23 12:43:36 -07:00 |
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Mike G
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0775b882ba
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[NVFP4 MoE/Deepseek V4] Marlin: wire SwiGLU clamp + allow it for clamped models on non-Blackwell (#45836)
Signed-off-by: Mike G <180722391+mikekg@users.noreply.github.com>
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2026-06-23 12:21:19 -07:00 |
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Yan Ma
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acce57d8dd
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Deprecate old FP8 online MoE quantization class (#44514)
Signed-off-by: Yan Ma <yan.ma@intel.com>
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2026-06-23 11:53:38 -07:00 |
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Michael GoinandClaude
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37a682d392
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[Kernel] Extend Marlin thread-tile padding to MoE (WNA16 + FP8/MXFP8) (#45703)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-06-23 11:45:10 -07:00 |
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fxmarty-amd
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e368415daa
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[AMD][OCP MX][CI] Fix tests to not dispatch on UNFUSED_TRITON backend on MI300, improve w_mxfp4_a_fp8 emulation support (#46142)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
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2026-06-23 14:25:27 -04:00 |
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Priyansh JainandLi, Jiang <jiang1.li@intel.com>
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f4d5f73ffa
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[Bugfix]: Fix unquantized gpt-oss weight loading broken by FusedMoE r… (#45818)
Signed-off-by: priyansh jain <priyansh.jain2@amd.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-06-23 16:56:17 +00:00 |
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Willow Lopez
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f3410b3bb1
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fix(moe_wna16): access tp_size via moe_config for RoutedExperts compatibility (#45404)
Signed-off-by: Oxygen <1391083091@qq.com>
Signed-off-by: Willow Lopez <100782273+Oxygen56@users.noreply.github.com>
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2026-06-23 11:46:23 -04:00 |
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Yan Ma
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547d2c40d7
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Add weights padding for fp8 per-block online quantization (#44763)
Signed-off-by: Yan Ma <yan.ma@intel.com>
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2026-06-23 11:08:17 -04:00 |
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Qiming Zhang
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901a3b091c
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fix gpt_oss pp>1 with ep (#46441)
Signed-off-by: mayuyuace <qiming1.zhang@intel.com>
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2026-06-23 16:59:11 +08:00 |
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Woosuk Kwon
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04c2a8deac
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[DeepEP V2] Fill invalid recv_topk_idx with -1 (#46432)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-06-22 21:45:49 -07:00 |
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Mike G
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56e5797511
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[Quant] Enable modelopt_mixed on Turing (SM75) (#45375)
Signed-off-by: Mike G <180722391+mikekg@users.noreply.github.com>
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2026-06-22 19:30:49 -07:00 |
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