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160 Commits
Author SHA1 Message Date
Sage MooreandGitHub 460a2b1100 [torch.compile] Add torch inductor pass for fusing silu_and_mul with subsequent scaled_fp8_quant operations (#10867) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
 2025-05-01 07:59:28 -07:00
Harry MellorandGitHub 40896bdf3f pre-commit autoupdate (#17380) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-29 06:46:55 -07:00
Richard BarnesandGitHub d6da8a8ff2 [Bugfix] Fix numel() downcast in fused_layernorm_dynamic_per_token_quant.cu (#17316) 2025-04-28 19:23:18 -07:00
TherLFandGitHub c12df53b60 [Bugfix] Fix cutlass dispatch for fp8/int8 to properly invoke M<=16 c… (#16751) 
Signed-off-by: Ther-LF <2639852836@qq.com>
 2025-04-27 19:38:42 -07:00
Kaixi HouandGitHub ed7a29d9f8 [NVIDIA] Support Cutlass MLA for Blackwell GPUs (#16032) 
Signed-off-by: kaixih <kaixih@nvidia.com>
 2025-04-27 06:29:21 -07:00
Varun Sundar RabindranathGitHubvarun sundar rabindranath
 		7b8a2ab76f [Kernel] Add expert_map support to Cutlass FP8 MOE (#16861) 
Signed-off-by: varun sundar rabindranath <vsundarr@redhat.com>
Co-authored-by: varun sundar rabindranath <vsundarr@redhat.com>
 2025-04-21 20:44:32 -07:00
Jinzhen LinGitHubMichael Goinmgoin
 		d06ba4ed3f [Kernel] moe wna16 marlin kernel (#14447) 
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-04-14 20:05:22 -07:00
TY-AMDandGitHub 9351f91be9 [BugFix][ROCm] Fix GGUF MoE Dispatch Block_Dim for ROCm (#16247) 
Signed-off-by: Tianyuan Wu <Tianyuan.Wu@amd.com>
 2025-04-08 05:10:26 -07:00
Jinzhen LinandGitHub 2fa66ef713 [Bugfix] fix use_atomic_add support of marlin kernel when using v1 engine (#15946) 
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
 2025-04-05 20:04:22 -07:00
Isotr0pyandGitHub 230b131b54 [Bugfix][kernels] Fix half2float conversion in gguf kernels (#15995) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-04-04 09:38:58 -07:00
LukasBluebaumandGitHub 90969fb39a [Kernel] Add more dtype support for GGUF dequantization (#15879) 
Signed-off-by: lukas.bluebaum <lukas.bluebaum@aleph-alpha.com>
 2025-04-02 01:58:48 -07:00
Charlie FuandGitHub e85829450d [Feature][ROCm]Enable fusion pass for torch.compile on ROCm (#15050) 
Signed-off-by: charlifu <charlifu@amd.com>
 2025-03-31 04:42:18 -07:00
ElizaWszolaGitHubLucas Wilkinson
 		9239bf718e [Kernel] CUTLASS grouped gemm fp8 MoE kernel (#13972) 
Signed-off-by: ElizaWszola <eliza@neuralmagic.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Lucas Wilkinson <wilkinson.lucas@gmail.com>
 2025-03-27 00:54:44 +00:00
Szymon OżógandGitHub a608160027 [Kernel] Fix conflicting macro names for gguf kernels (#15456) 
Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
 2025-03-25 13:50:49 +00:00
Lu FangGitHubRichard Barnes
 		051da7efe3 Fix CUDA kernel index data type in vllm/csrc/quantization/gptq_marlin/awq_marlin_repack.cu +10 (#15160) 
Signed-off-by: Lu Fang <lufang@fb.com>
Co-authored-by: Richard Barnes <rbarnes@meta.com>
 2025-03-25 15:36:45 +08:00
Jinzhen LinandGitHub 6b3cc75be0 [Kernel] allow non-contiguous input for marlin kernel (#14658) 
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
 2025-03-24 09:21:33 -04:00
Lu FangGitHubRichard Barnes
 		d3ccbd6350 Fix CUDA kernel index data type in vllm/csrc/quantization/fused_kernels/layernorm_utils.cuh +10 (#15159) 
Signed-off-by: Lu Fang <lufang@fb.com>
Co-authored-by: Richard Barnes <rbarnes@meta.com>
 2025-03-21 10:01:11 +08:00
Lu FangandGitHub 8c0d15d5c5 [Misc][Easy] Annotate unused vars in the csrc files (#14798) 
Signed-off-by: Lu Fang <lufang@fb.com>
 2025-03-15 12:40:09 +08:00
Yajie WangandGitHub 977a16772c [Bugfix][Kernel]: Fix AllSpark kernel compilation errors and enable for CUDA < 12.0 (#14430) 
Signed-off-by: wyj371990 <wyj371990@alibaba-inc.com>
 2025-03-14 09:55:14 -07:00
Jeff DailyandGitHub 2a602b055a forward fix PR 14245, restore build on ROCm 6.2 (#14709) 
Signed-off-by: Jeff Daily <jeff.daily@amd.com>
 2025-03-13 20:40:15 -07:00
Pavani MajetyandGitHub debd6bbf09 [Kernel] Add ModelOpt FP4 Checkpoint Support (#12520) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
 2025-03-12 05:13:11 +00:00
Szymon OżógandGitHub e22ee1e7a2 [Kernel] GGUF MoE kernel (#14613) 
Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
 2025-03-12 03:33:27 +00:00
Jeff DailyandGitHub a1c8f3796c dynamic distpatch of fp8 kernels (#14245) 
Signed-off-by: Jeff Daily <jeff.daily@amd.com>
 2025-03-11 10:54:56 -04:00
Szymon OżógandGitHub 89cdaa83e7 [Kernel] Add more dtype support for GGUF kernels (#14043) 
Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
 2025-03-10 07:30:04 -07:00
Lucas WilkinsonGitHubTyler Michael Smith
 		7caff01a7b [Build/BugFix] Fix hopper 12.8 build (#14354) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-03-08 08:11:56 +00:00
Jinzhen LinandGitHub d0feea31c7 [Kernel] optimize performance of gptq marlin kernel when n is small (#14138) 
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
 2025-03-07 11:53:38 -05:00
kushanamandGitHub f89978ad7c add cutlass support for blackwell fp8 gemm (#13798) 2025-03-04 07:55:07 -08:00
Harry MellorandGitHub cf069aa8aa Update deprecated Python 3.8 typing (#13971) 2025-03-02 17:34:51 -08:00
YajieWangandGitHub 6a92ff93e1 [Misc][Kernel]: Add GPTQAllSpark Quantization (#12931) 2025-02-28 22:30:59 -08:00
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟andGitHub a31614e386 [ROCm][Quantization][Kernel] Use FP8 FNUZ when OCP flag is 0 or undefined (#13851) 
Signed-off-by: Hollow Man <hollowman@opensuse.org>
 2025-02-27 10:39:10 +08:00
Gregory ShtrasbergandGitHub aabeb2688f [ROCm][Quantization][Kernel] Using HIP FP8 header (#12593) 2025-02-25 00:39:59 -08:00
Roger WangandGitHub 82e0d601fc [CI/Build] Fix pre-commit errors from #13571 (#13709) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2025-02-22 16:50:38 -08:00
Kaixi HouandGitHub e109e598c7 [NVIDIA] Support nvfp4 cutlass gemm (#13571) 2025-02-22 05:24:05 -08:00
Lucas WilkinsonGitHubPatrick Hornsimon-moTyler Michael Smith
 		288cc6c234 [Attention] MLA with chunked prefill (#12639) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Patrick Horn <patrick.horn@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-02-21 15:30:12 -08:00
leoneoandGitHub 839b27c6cc [Kernel]Add streamK for block-quantized CUTLASS kernels (#12978) 2025-02-20 22:14:24 -08:00
Szymon OżógandGitHub 1cdc88614a Missing comment explaining VDR variable in GGUF kernels (#13290) 2025-02-20 22:06:54 -08:00
Kaixi HouandGitHub 27a09dc52c [NVIDIA] Fix an issue to use current stream for the nvfp4 quant (#13632) 2025-02-20 22:01:48 -08:00
Gregory ShtrasbergandGitHub 0023cd2b9d [ROCm] MI300A compile targets deprecation (#13560) 2025-02-19 23:05:00 -08:00
Jinzhen LinandGitHub 8c32b08a86 [Kernel] Fix awq error when n is not divisable by 128 (#13227) 2025-02-13 20:07:05 -08:00
Tyler Michael SmithandGitHub c1e37bf71b [Kernel][Bugfix] Refactor and Fix CUTLASS 2:4 Sparse Kernels (#13198) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-02-14 00:01:14 +00:00
Kaixi HouandGitHub 4fc5c23bb6 [NVIDIA] Support nvfp4 quantization (#12784) 2025-02-12 19:51:51 -08:00
Cyrus LeungandGitHub 8a69e0e20e [CI/Build] Auto-fix Markdown files (#12941) 2025-02-08 04:25:15 -08:00
Tyler Michael SmithandGitHub c11de33dad [Bugfix][Kernel] Fix per-token/per-channel quantization for Hopper scaled mm (#12696) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-02-03 13:04:59 -08:00
Russell BryantandGitHub e489ad7a21 [Misc] Add SPDX-License-Identifier headers to python source files (#12628) 
- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**

commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:18:24 2025 -0500

    Add SPDX license headers to python source files
    
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
    also be easily used by tools to help manage license compliance.
    
The Linux Foundation runs license scans against the codebase to help
ensure
    we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
    
    More information can be found on the SPDX site:
    
    - https://spdx.dev/learn/handling-license-info/
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:36:32 2025 -0500

    Check for SPDX headers using pre-commit
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

---------

Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-02-02 11:58:18 -08:00
Tyler Michael SmithandGitHub eb5741ad42 [Kernel][Quantization] Integrate block-quantized CUTLASS kernels for DeepSeekV3 (#12587) 
Integrates the block-quantized kernels introduced in
https://github.com/vllm-project/vllm/pull/11868 for use in linear
layers.

Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-01-31 15:29:11 -08:00
Lucas WilkinsonandGitHub 9798b2fb00 [Kernel] Update cutlass_scaled_mm to support 2d group (blockwise) scaling (#11868) 2025-01-30 18:33:00 -08:00
Harry MellorandGitHub 823ab79633 Update pre-commit hooks (#12475) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-01-27 17:23:08 -07:00
Lu FangandGitHub 4068f4b5b5 [MISC] Replace c10::optional with std::optional (#11730) 
Signed-off-by: Lu Fang <lufang@fb.com>
 2025-01-05 10:20:34 +09:00
wchen61andGitHub 5dba257506 Resolve race conditions in Marlin kernel (#11493) 
Signed-off-by: wchen61 <wchen61@foxmail.com>
 2025-01-02 22:58:56 +00:00
Tyler Michael SmithandGitHub 970d6d0776 [Build][Kernel] Update CUTLASS to v3.6.0 (#11607) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2024-12-30 17:22:13 +08:00