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cb21972a97
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[Kernel] Integrate SM100 MXFP8 blockscaled grouped MM and quant kernels (#34448)
Signed-off-by: EdalatiAli <aliedalati@cohere.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-03-01 23:31:19 -08:00 |
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roikoren755andGitHub
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38c498b8e3
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[Performance] Cublas Bf16 Gate with Fp32 Output (#35121)
Signed-off-by: Roi Koren <roik@nvidia.com>
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2026-02-26 16:51:28 -08:00 |
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eb19955c37
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[WideEP] Remove pplx all2all backend (#33724)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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2026-02-26 14:30:10 -08:00 |
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Michael GoinandGitHub
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3ef9fd0f98
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[Bugfix] Fix DSV3 kernels breaking _C and _moe_C on unsupported arches (#35123)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-02-23 17:11:27 -08:00 |
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8435b2e049
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[ModelBash][DSV3] Add TRTLLM DSV3 Router GEMM kernel (6% B1 Speedup) (#34302)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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2026-02-23 14:02:26 +00:00 |
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6874638bc4
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[Model Bash] DeepSeek R1 BF16 Min Latency QKV A GEMM (0.5% E2E Speedup) (#34758)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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2026-02-18 07:42:36 -08:00 |
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afdce12c89
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[Perf][Kernel] Add faster topKperRow decode kernel for DeepSeek-V3.2 sparse attention (#33680)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
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2026-02-10 10:29:52 -05:00 |
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Andrey TalmanandGitHub
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f97ca67176
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[Release 2.10] Update to Torch 2.10 - final release (#30525)
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2026-02-08 13:51:09 -08:00 |
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af9b69f977
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[Quantization][Deprecation] Remove Marlin 24 (#32688)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-01-28 15:54:59 +00:00 |
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Michael GoinandGitHub
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4561f13985
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[Refactor] Rename gptq_marlin to marlin to match MoE (#32952)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-01-23 16:48:12 -05:00 |
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80fead8bf6
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Fuse RoPE and MLA KV-cache write (#25774)
Signed-off-by: Patryk Saffer <patryk.saffer99@gmail.com>
Signed-off-by: PatrykSaffer <patryk.saffer@mistral.ai>
Co-authored-by: Patryk Saffer <patryk.saffer99@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-01-09 19:18:37 -08:00 |
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83a317f650
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[MoE Refactor][3/N] Deprecate cutlass block quant fp8 (b200) (#30990)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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2025-12-19 13:09:54 -08:00 |
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Andrey TalmanandGitHub
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e06d0bf0aa
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2.9.1 PyTorch release update (#28495)
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2025-12-17 12:20:22 -08:00 |
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ce96857fdd
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[Kernel][Quantization][MoE] add marlin kernel support for turing (sm75) (#29901)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-12-16 14:35:28 -08:00 |
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吴坎andGitHub
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91401c7a26
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[Bugfix] Fix CMakeLists Environment Variable (#21804)
Signed-off-by: wu-kan <github@wu-kan.com>
Signed-off-by: 吴坎 <github@wu-kan.cn>
Signed-off-by: wu-kan <github@wu-kan.cn>
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2025-12-12 10:54:52 +00:00 |
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czhu-cohereandGitHub
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f6227c22ab
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[Kernel]Support W4A8 Grouped GEMM on Hopper (#29691)
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
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2025-12-08 19:29:06 -08:00 |
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gnovackandGitHub
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ea657f2078
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Lora MoE Align Improvements (#29257)
Signed-off-by: gnovack <gnovack@amazon.com>
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2025-12-09 10:35:16 +08:00 |
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1656ad3704
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[Kernel][Quantization] add w4a8 support for marlin kernel (#24722)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>
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2025-11-29 07:19:33 -08:00 |
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Michael GoinandGitHub
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e502098643
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[Kernel] Add NVFP4 MoE CUTLASS support for SM120 (#29242)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
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2025-11-25 06:59:07 -08:00 |
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InokiandGitHub
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40a6f53f6c
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Display warning only when ROCm version is less than Pytorch required version (#29200)
Signed-off-by: Inoki <inoki@inoki.cc>
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2025-11-25 14:40:06 +08:00 |
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edfe867208
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[Misc] don't cache CUTLASS_REVISION var in CMakeLists.txt (#28518)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2025-11-20 02:52:53 -08:00 |
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9912b8ccb8
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[Build] Add OpenAI triton_kernels (#28788)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-11-18 16:45:20 -08:00 |
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JohnnyandGitHub
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49ef847aa8
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[NVIDIA] Guard SM100 CUTLASS MoE macro to SM100 builds v2 (#28938)
Signed-off-by: johnnynunez <johnnynuca14@gmail.com>
Signed-off-by: Johnny <johnnynuca14@gmail.com>
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2025-11-18 16:44:27 -08:00 |
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Michael GoinandGitHub
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edfe498189
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[Bugfix] Build hadacore kernels on >SM90 (#28748)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-11-14 19:51:05 -08:00 |
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4ca5cd5740
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[Core][AMD] Migrate fully transparent sleep mode to ROCm platform (#12695)
Signed-off-by: Hollow Man <hollowman@opensuse.org>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: kliuae <kuanfu.liu@embeddedllm.com>
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2025-11-12 15:24:12 -08:00 |
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Michael GoinandGitHub
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10f01d5a3a
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[Bugfix] Adjust Marlin CUDA arch selection to 8.0+PTX;9.0+PTX (#28294)
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2025-11-12 15:14:13 -08:00 |
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zhrrrandGitHub
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68c09efc37
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[Kernel][Perf] fuse QK Norm and RoPE into one cuda kernel for Qwen Model (#27165)
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
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2025-11-11 12:00:31 -05:00 |
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Abolfazl ShahbaziandGitHub
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d15afc1fd0
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Refactor CPU/GPU extension targets for CMake build (#28026)
Signed-off-by: Abolfazl Shahbazi <12436063+ashahba@users.noreply.github.com>
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2025-11-08 14:17:35 +08:00 |
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becb7de40b
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Update PyTorch to 2.9.0+cu129 (#24994)
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-10-21 17:20:18 -04:00 |
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5f6cbf60d6
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[Feature][Kernel]FusedMoE LoRA (#21229)
Signed-off-by: wuchen <cntryroa@gmail.com>
Signed-off-by: banjuede <lmklhc@163.com>
Signed-off-by: Chen Wu <cntryroa@gmail.com>
Signed-off-by: Danielle Robinson <dmmaddix@amazon.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: bk-201 <joy25810@foxmail.com>
Co-authored-by: wuchen <wuchen@zetyun.com>
Co-authored-by: Nathan Van Gheem <vangheem@gmail.com>
Co-authored-by: banjuede <lmklhc@163.com>
Co-authored-by: Danielle Robinson <dmmaddix@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: bk-201 <joy25810@foxmail.com>
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2025-10-21 03:01:37 +00:00 |
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96ad65b7fe
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[Transform] [Quantization] Add QuTLASS support to vLLM (#24440)
Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Signed-off-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-10-10 09:43:40 -07:00 |
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Harry MellorandGitHub
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e09d1753ec
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Remove Python 3.9 support ahead of PyTorch 2.9 in v0.11.1 (#26416)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-08 10:40:42 -07:00 |
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+152
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241b4cfe66
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[Refactor] Refactor FP8 & INT8 Quant Folder inside w8a8 (#25293)
Signed-off-by: nicole-lihui <nicole.li@daocloud.io>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: courage17340 <courage17340@163.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Jacob Kahn <jacobkahn1@gmail.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Agata Dobrzyniewicz <adobrzyniewicz@habana.ai>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: zxw <1020938856@qq.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: chenlang <chen.lang5@zte.com.cn>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Jonas Kuebler <kuebj@amazon.com>
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: AlonKejzman <alonkeizman@gmail.com>
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Signed-off-by: taohui <taohui3@gmail.com>
Signed-off-by: Tao Hui <taohui3@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
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2025-10-08 10:20:48 -04:00 |
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4f8f47e87e
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Fix undefined symbol: cutlass_moe_mm_sm100 (#26098)
Signed-off-by: Jun Jiang <jasl9187@hotmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-10-03 15:48:32 +00:00 |
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HosangandGitHub
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aac622e0cd
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[ROCm][Build] Add support for AMD Ryzen AI MAX / AI 300 Series (#25908)
Signed-off-by: Hosang Yoon <hosang.yoon@amd.com>
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2025-10-01 21:39:49 +00:00 |
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5234dc7451
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[NVIDIA] Blackwell Family (#24673)
Signed-off-by: Johnny <johnnynuca14@gmail.com>
Signed-off-by: johnnynunez <johnnynuca14@gmail.com>
Signed-off-by: Johnny <johnnync13@gmail.com>
Signed-off-by: Salvatore Cena <cena@cenas.it>
Co-authored-by: Aidyn-A <31858918+Aidyn-A@users.noreply.github.com>
Co-authored-by: Salvatore Cena <cena@cenas.it>
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2025-10-01 10:50:54 -07:00 |
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Matthew BonanniandGitHub
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8f3616f422
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Remove old cutlass mla (#23961)
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2025-09-17 14:31:43 +00:00 |
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Aidyn-AandGitHub
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bfe9380161
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Apply fixes for CUDA 13 (#24599)
Signed-off-by: Aidyn-A <aidyn.b.aitzhan@gmail.com>
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2025-09-17 09:15:42 -04:00 |
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Kyle SayersandGitHub
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a0b26701c9
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[Transform] Deterministic Hadacore Transforms (#24106)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2025-09-15 12:59:31 -06:00 |
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FengjinChenandGitHub
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79cbcab871
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Force use C++17 globally to avoid compilation error (#24823)
Signed-off-by: chenfengjin <1871653365@qq.com>
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2025-09-14 19:30:10 +00:00 |
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67c14906aa
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Update PyTorch to 2.8.0 (#20358)
Signed-off-by: Huy Do <huydhn@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-08-29 18:57:35 +08:00 |
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16a45b3a28
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[NVIDIA] Support SiluMul + NVFP4 quant fusion (#23671)
Signed-off-by: jindih <jindih@nvidia.com>
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: jindih <jindih@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedic <lgovedic@redhat.com>
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2025-08-28 19:36:50 +00:00 |
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Wentao YeandGitHub
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714872f1a9
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[Compile] Fix Cmake Warning (#23689)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-08-26 23:48:32 +00:00 |
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8a3cd90af5
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[Kernel] Add fused grouped_topk kernel for MoE (#23274)
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-08-25 11:47:52 -07:00 |
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czhu-cohereandGitHub
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e76e233540
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[kernel] Support W4A8 on Hopper (#23198)
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
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2025-08-24 06:18:04 +00:00 |
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Michael GoinandGitHub
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0cdbf5e61c
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[Kernel/Quant] Remove the original marlin format and qqq (#23204)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-08-20 15:13:36 -04:00 |
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21dce80ea9
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[CI/Build] Add support for Python 3.13 (#13164)
Signed-off-by: mgoin <michael@neuralmagic.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-08-19 13:49:34 -07:00 |
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4fc722eca4
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[Kernel/Quant] Remove AQLM (#22943)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-08-16 19:38:21 +00:00 |
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Woosuk KwonandGitHub
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1c859a1387
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[V0 Deprecation] Remove advance_step (#22969)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-08-15 08:22:31 -07:00 |
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Jinzhen LinandGitHub
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3e6dd40016
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[Bugfix] fix cuda 12.6 and 11.8 build (#22952)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
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2025-08-15 10:10:22 +00:00 |
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