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134 Commits
Author SHA1 Message Date
Wentao Ye c3e0e9337e [Feature] Add Flashinfer MoE Support for Compressed Tensor NVFP4 (#21639) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-31 15:26:11 -07:00
amirkl94andmgoin 207b750e19 [NVIDIA] Add SM100 Flashinfer MoE per tensor scale fp8 backend (#21458) 
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-31 06:00:01 -07:00
TJian e626d286f5 [FEAT] [ROCm] [AITER]: Add AITER HIP block quant kernel (#21242) 2025-07-28 05:07:06 +00:00
Wentao Ye bda9d0535f [Refactor] Refactor MOE NVFP4 Code Base: ModelOpt + Compressed Tensor (#21631) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-27 05:25:21 -07:00
Wentao Ye 75d29cf4e1 [Perf] Cuda Kernel for Int8 Per Token Group Quant (#21476) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-25 17:07:07 -07:00
Wentao Ye 633f6e804b [Bug] Fix DeepGemm Init Error (#21554) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-24 20:07:22 -07:00
Wentao Ye 774d0c014b [Perf] Cuda Kernel for Per Token Group Quant (#21083) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-22 07:27:15 -07:00
Wentao Ye 76ddeff293 [Doc] Remove duplicate docstring (#21012) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-15 20:09:13 -07:00
TJian 80d38b8ac8 [V1] [ROCm] [AITER] Upgrade AITER to commit 916bf3c and bugfix APIs (#20880) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-07-13 15:19:32 +00:00
Wentao Ye 42d440c22b [Perf] Use Triton instead of Torch for DeepGEMM Per Token Group Quant (#20841) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-07-12 19:38:45 -07:00
Luka Govedičandmgoin 31d5c1797f [Perf][fp8] Use CustomOp abstraction for fp8 quant for better perf (#19830) 
Signed-off-by: Luka Govedic <lgovedic@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-07-11 04:56:28 +00:00
Wentao Ye e2de455c34 [Feature] Integrate SM100 DeepGEMM support (#20087) 2025-07-10 20:18:05 -07:00
fxmarty-amdandBowen Bao 332d4cb17b [Feature][Quantization] MXFP4 support for MOE models (#17888) 
Signed-off-by: Felix Marty <felmarty@amd.com>
Signed-off-by: Bowen Bao <bowenbao@amd.com>
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Bowen Bao <bowenbao@amd.com>
 2025-07-09 13:19:02 -07:00
Li, Jiang 0ec3779df7 [Bugfix][CI/CD][CPU] Fix CPU CI tests (#20383) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-07-02 20:11:36 -07:00
czhu-cohere 3abfe22154 Enable group size 64 for Machete (#20290) 
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
 2025-07-01 18:05:44 -07:00
Dipika Sikka 6f2f53a82d [Quantization] Add compressed-tensors NVFP4 MoE Support (#19990) 
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
 2025-06-29 22:05:40 +00:00
Wentao Ye 4d36693687 [Refactor] Create a function util and cache the results for has_deepgemm, has_deepep, has_pplx (#20187) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-06-28 22:06:38 +00:00
Wentao Ye 879f69bed3 [Refactor] Remove duplicate ceil_div (#20023) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-06-25 05:19:09 +00:00
Wentao Ye a6c4b87fbc Revert "[Feature] Integrate new deepgemm (#19820)" (#20049) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-06-24 19:45:22 -07:00
Wentao Ye c6e3bba8e6 [Feature] Integrate new deepgemm (#19820) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-06-24 12:51:56 -07:00
Dipika Sikka 6bc7b57315 [Quantization] Remove FP4 emulation; Fall-back to marlin for device < 100 (#19563) 2025-06-16 17:33:51 -04:00
Varun Sundar RabindranathandVarun Sundar Rabindranath e5d35d62f5 [BugFix] Force registration of w8a8_block_fp8_matmul_deepgemm via lazy import (#19514) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-06-12 04:28:12 +00:00
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
artetaout b8e809a057 [Kernel] Support deep_gemm for linear methods (#19085) 
Signed-off-by: artetaout <lulala341@gmail.com>
 2025-06-11 15:14:45 +08:00
Varun Sundar RabindranathandVarun 5cf2daea9a [Misc] Fixes and Optimizations for DeepEP + DeepGEMM combination. (#19298) 
Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun <vsundarr@redhat.com>
 2025-06-09 10:50:39 -04:00
Dipika Sikka c123bc33f9 [Quantization] Add compressed-tensors NVFP4 support (#18312) 2025-06-08 09:05:55 -04:00
Lain 5f2cd251d2 Sm100 blockwise fp8 swap ab (#18564) 2025-06-04 07:48:45 -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
Michael Goin 4d0a1541be [Bugfix] Remove NVFP4 scales assertions to fix load_format=dummy (#18861) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-30 13:37:36 +08:00
Feng XiaoLongandCrucifixion-Fxl 4fc1bf813a [Bugfix] Migrate to REGEX Library to prevent catastrophic backtracking (#18454) 
Signed-off-by: Crucifixion-Fxl <xmufxl@gmail.com>
Co-authored-by: Crucifixion-Fxl <xmufxl@gmail.com>
 2025-05-23 16:16:26 -07:00
Lain e23564cb70 use ceil_div in cutlass block scaling shape check (#17918) 2025-05-16 03:02:58 -07:00
Michael Goin 9a2a6357de [Bugfix] Fix FP8 Marlin MoE and enable for compressed-tensors models (#18026) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-13 19:48:33 -07:00
vllmellmandtjtanaa 40de1ef455 [FEAT] [ROCm]: Add AITER Block-Scaled GEMM Feature (#14968) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-05-13 19:08:20 -07:00
Harry Mellor 6223dd8114 Update deprecated type hinting in model_executor/layers (#18056) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-13 04:17:23 -07:00
Michael Goin ea6ae8cb45 [Bugfix] Fix marlin moe fallback logic for llama4 (#18042) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-13 07:53:28 +00:00
Michael Goin f065de4e88 Fix FBGEMM integration (#18002) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-12 23:02:07 +00:00
Dipika Sikka cd3edfc908 [Misc] Add compressed-tensors NVFP4A16 emulation support (#17914) 
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
 2025-05-11 15:58:38 +08:00
Jinzhen Lin d74e5f37bc [Kernel] fp4 marlin kernel (#17687) 
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
 2025-05-10 19:58:49 -07:00
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
Bowen Bao db593aa67f [Quantization] Quark MXFP4 format loading (#16943) 2025-05-07 15:05:05 -04:00
Mengqing Cao f9bc5a0693 [Bugfix] Fix triton import with local TritonPlaceholder (#17446) 
Signed-off-by: Mengqing Cao <cmq0113@163.com>
 2025-05-06 17:53:09 +08:00
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
rasmith e3d0a1d190 [Quantizaton] [AMD] Add support for running DeepSeek int8 w8a8 MoE on ROCm (#17558) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2025-05-02 21:41:10 -07:00
Michael Goin b4003d11fc Check if bitblas is installed during support check (#17572) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-02 04:32:54 +00:00
Charlie Fu ed2462030f [Bugfix] Fix moe weight losing all extra attrs after process_weights_after_loading. (#16854) 
Signed-off-by: charlifu <charlifu@amd.com>
 2025-04-28 21:05:07 +00:00
Charlie Fu 54271bb766 [ROCm][Misc] Follow-ups for Skinny Gemms on ROCm. (#17011) 
Signed-off-by: charlifu <charlifu@amd.com>
 2025-04-25 22:05:10 -07:00
Lei Wangandxinyuxiao 8d32dc603d [Kernel] Support Microsoft Runtime Kernel Lib for our Low Precision Computation - BitBLAS (#6036) 
Signed-off-by: xinyuxiao <xinyuxiao2024@gmail.com>
Co-authored-by: xinyuxiao <xinyuxiao2024@gmail.com>
 2025-04-22 09:01:36 +01:00
Charlie FuandTyler Michael Smith 188b7f9b8c [Performance][ROCm] Add skinny gemms for unquantized linear on ROCm (#15830) 
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
 2025-04-21 20:46:22 -07:00
Dipika Sikka 54a66e5fee [Misc] Update compressed-tensors WNA16 to support zero-points (#14211) 2025-04-15 07:33:51 -06:00