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414 Commits

Author SHA1 Message Date
Wentao Ye ffb2cd6b54
[Perf] Optimize `moe_align_block_size` CUDA kernel (#19572) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-06-17 11:49:26 -07:00
Szymon Ożóg dec66d253b
[Kernel] GGUF MMVQ kernel for multiple input vectors (#18754) 
Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
 2025-06-16 17:33:26 +08:00
Lu Fang c6703d1e0d
[MISC] Remove unused variableds in C++ (#19609) 
Signed-off-by: Lu Fang <lufang@fb.com>
 2025-06-15 20:05:28 -07:00
Ilya Markov e13945f9dd
[Perf] Further tunings for SM100 FP8 CUTLASS kernel (#19566) 2025-06-14 17:25:10 -07:00
jiahanc 294fc1e2c9
[Hardware][NVIDIA][kernel] Fp4 MOE quant kernel optimization (#19500) 2025-06-14 09:34:28 -07:00
Wentao Ye ce9dc02c93
[Refactor] Remove unused variables in `moe_permute_unpermute_kernel.inl` (#19573) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-06-13 06:12:15 -07:00
Wentao Ye b6efafd9e4
[Perf] Vectorize static / dynamic INT8 quant kernels (#19233) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-06-12 06:51:41 -07:00
Ning Xie 2f1c19b245
[CI] change spell checker from codespell to typos (#18711) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-06-11 19:57:10 -07:00
Louie Tsai 5c8d34a42c
Support no privileged mode on CPU for docker and kubernetes deployments (#19241) 
Signed-off-by: Tsai, Louie <louie.tsai@intel.com>
 2025-06-11 04:11:47 -07:00
ElizaWszola 84166fee97
[Kernel] Integrate CUTLASS MoE kernel with PPLX (#18762) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-06-06 18:26:11 -07:00
Chiyue Wei 61059bee40
[Hardware][NVIDIA] FP4 MoE kernel optimization (#19110) 
Signed-off-by: Chiyue Wei <chiyuew@nvidia.com>
Co-authored-by: Chiyue Wei <chiyuew@nvidia.com>
 2025-06-05 09:48:26 -07:00
Michael Goin 53a5a0ce30
[Perf] Tunings for SM100 FP8 CUTLASS kernel (#18778) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-06-04 10:46:28 -07:00
Lain 5f2cd251d2
Sm100 blockwise fp8 swap ab (#18564) 2025-06-04 07:48:45 -07:00
Kaixi Hou 41aa578428
[NVIDIA] Add Cutlass MLA backend (#17625) 2025-06-03 21:40:26 -07:00
Vadim Gimpelson 5d6d1adf15
[KERNEL] Sampler. CUDA kernel for applying repetition penalty (#18437) 2025-06-03 21:13:01 -07:00
Michael Goin e31446b6c8
[Perf] Tune `scaled_fp8_quant` by increasing vectorization (#18844) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-06-03 13:48:25 -07:00
Varun Sundar Rabindranath fa98d77773
[Kernel] DeepEP dispatch-combine kernel integration (#18434) 
Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-06-03 12:30:02 -07:00
Simon Mo 02f0c7b220
[Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
Charlie Fu 306d60401d
[ROCm][Kernel] Add gfx950 support for skinny gemms (#18010) 
Signed-off-by: charlifu <charlifu@amd.com>
 2025-05-31 07:40:05 -07:00
Lucas Wilkinson ce75efeecb
[BugFix] FA2 MLA Accuracy Issue (#18807) 
Signed-off-by: LucasWilkinson <lwilkinson@neuralmagic.com>
 2025-05-28 08:59:39 +00:00
almersawi a547aeb828
feat(rocm-support): support mamba2 on rocm (#18565) 
Signed-off-by: Islam Almersawi <islam.almersawi@openinnovation.ai>
Co-authored-by: Islam Almersawi <islam.almersawi@openinnovation.ai>
 2025-05-27 00:07:53 -07:00
Yuqi Zhang d0bc2f810b
[Bugfix] Add half type support in reshape_and_cache_cpu_impl on x86 cpu platform (#18430) 
Signed-off-by: Yuqi Zhang <yuqizhang@google.com>
Co-authored-by: Yuqi Zhang <yuqizhang@google.com>
 2025-05-23 01:41:37 -07:00
Tyler Michael Smith 6e588da0f4
[Build/CI] Fix CUDA 11.8 build (#17679) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-05-22 12:13:54 -07:00
Hosang dd5fa7e04f
[ROCm][Kernel][V1] Enable AMD Radeon GPU Custom Paged Attention on v1 (#17004) 
Signed-off-by: Hosang Yoon <hosang.yoon@amd.com>
 2025-05-21 08:35:00 -07:00
bnellnm 92247c522e
[Bug] Fix moe_sum signature (#18440) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-05-20 22:37:08 -07:00
Lucia Fang 258bf621d5
fix CUDA_check redefinition in #17918 (#18287) 
Signed-off-by: Lucia Fang <fanglu@fb.com>
Co-authored-by: Lucia (Lu) Fang <fanglu@meta.com>
 2025-05-19 13:42:35 -07:00
Jinzhen Lin e73b7dfd69
[Bugfix] fix `an illegal memory access was encountered` of marlin kernel + act_order (#18245) 2025-05-16 16:02:44 -07:00
Lain e23564cb70
use ceil_div in cutlass block scaling shape check (#17918) 2025-05-16 03:02:58 -07:00
omahs a9944aabfa
fix: typos (#18151) 
Signed-off-by: omahs <73983677+omahs@users.noreply.github.com>
 2025-05-15 02:16:15 -07:00
Lucas Wilkinson d93c976a0d
[Kernel] Have rotary embeddings support tensors (#18046) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-05-14 15:43:55 -07:00
bnellnm f9c069c85e
Modularize fused experts and integrate PPLX kernels (#15956) 2025-05-14 13:11:54 -07:00
Jinzhen Lin d4154c35a2
[Bugfix] fix moe marlin `topk_weight` loading (#18080) 
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-05-13 23:31:57 -07:00
Charlie Fu 7b2f28deba
[AMD][torch.compile] Enable silu+fp8_quant fusion for rocm (#18082) 
Signed-off-by: charlifu <charlifu@amd.com>
 2025-05-13 22:13:56 -07:00
Driss Guessous e57e4d6e9e
Fix Broken macro for cutlass moe (#18049) 
Signed-off-by: drisspg <drisspguessous@gmail.com>
 2025-05-12 23:31:06 -07:00
Arjun Kathuria d8487ef557
[ROCm]: Fix build from source failure with gcc14 and ROCm 6.3 (#13779) 
Signed-off-by: Arjun Kathuria <arjun.kathuria8@gmail.com>
 2025-05-12 20:36:33 -07:00
Tao He 60f7624334
Implements dual-chunk-flash-attn backend for dual chunk attention with sparse attention support (#11844) 2025-05-12 19:52:47 -07:00
Jinzhen Lin d74e5f37bc
[Kernel] fp4 marlin kernel (#17687) 
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
 2025-05-10 19:58:49 -07:00
Pavani Majety 0c0fdae84f
[Hardware/NVIDIA/Kernel] Enable nvidia/DeepSeek-R1-FP4 Model (#16362) 2025-05-09 16:24:41 -07:00
Shu Wang 376786fac1
Add cutlass support for blackwell fp8 blockwise gemm (#14383) 
Signed-off-by: Shu Wang <shuw@nvidia.com>
 2025-05-08 15:09:55 -07:00
Lu Fang f50dcb7c21
[Easy] Eliminate c10::optional usage in vllm/csrc (#17819) 2025-05-08 03:05:10 -07:00
Akash kaothalkar e515668edf
[Hardware][Power] Enable compressed tensor W8A8 INT8 quantization for POWER (#17153) 
Signed-off-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-05-07 22:35:03 -07:00
Hashem Hashemi 5a499e70d5
[Kernel][Hardware][AMD] Bf16 mfma opt for ROCm skinny GEMMs (#17071) 
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: charlifu <charlifu@amd.com>
 2025-05-07 22:34:49 -07:00
Gregory Shtrasberg 32aa74c09c
[ROCm][FP8][Kernel] FP8 quantization fused into Custom Paged Attention (#17139) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-05-07 07:12:35 -07:00
Yong Hoon Shin 98c89e16ff
Make key optional for rotary embedding (#17566) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-05-07 00:11:46 -07:00
Wanrui Dai f80ae5bdcf
[Kernel] Use fused rmsnorm for some models like qwen3 series (#17735) 
Signed-off-by: evian <eviantai@u.nus.edu>
Co-authored-by: evian <eviantai@u.nus.edu>
 2025-05-06 23:10:02 -07:00
Szymon Ożóg 1a45a61387
[Kernel] GGUF MoeVec kernel (#16780) 
Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2025-05-06 23:07:23 -07:00
Michael Goin a17cef70ea
Removed unused marlin cuda code (#17684) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-06 17:59:47 -07:00
Jinzhen Lin 1d0c9d6b2d
[Kernel] some optimizations for dense marlin and moe marlin (#16850) 
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
 2025-05-05 09:39:30 -07:00
Caleb_Du 3e887d2e0c
permute/unpermute kernel for moe optimization (#14568) 
Signed-off-by: Caleb_Du <Caleb_Du@zju.edu.cn>
 2025-05-02 11:31:55 -07:00
Juan Villamizar 811a6c0972
[ROCM] Add gfx950 to the custom attention archs (#16034) 
Signed-off-by: jpvillam <Juan.Villamizar@amd.com>
Signed-off-by: seungrokjung <seungrok.jung@amd.com>
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: seungrokjung <seungrok.jung@amd.com>
Co-authored-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-05-01 11:18:28 -07:00