 bnellnmandMichael Goin
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8ad7285ea2
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[Kernels] Clean up FusedMoeMethodBase and modular kernel setup. Remove extra arguments from modular kernel methods. (#22035)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-08-15 14:46:00 -04:00 |
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sstamenk
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6b04039a72
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[BugFix] Skip the Q component for QKVParallelLinear in the case of QKVCrossParallelLinear since its width is 0 (#22369)
Signed-off-by: sstamenk <sstamenk@amd.com>
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2025-08-15 17:17:31 +00:00 |
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amirkl94andMichael Goin
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b4cef5e6c7
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refactor: Change scaling factors calculation for flashinfer FusedMoE (#22812)
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-08-15 06:19:31 +00:00 |
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Simon Mo
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f1f0d2fab8
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Revert "[Kernel] Add cuda kernel for gpt_oss activation" (#22948)
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2025-08-14 17:38:10 -07:00 |
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Jee Jee Li
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81f4b96481
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[Kernel] Add cuda kernel for gpt_oss activation (#22538)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-08-14 17:21:29 -07:00 |
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+105
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33c63e9547
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[Kernel] [Quantization] Add MXFP4 and bias support for marlin kernel (#22428)
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2025-08-14 11:23:22 -07:00 |
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Chen Zhang
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bbaf9e9cb1
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[gpt-oss] Fix mxfp4 support (#22700)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-08-11 21:22:26 -07:00 |
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Wentao Ye
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f7dcce7a4a
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[Feature] Add VLLM_USE_DEEP_GEMM_E8M0 Env to Control E8M0 Scale (#21968)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-08-11 09:39:08 -07:00 |
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Yongye Zhu
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e789cad6b8
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[gpt-oss] triton kernel mxfp4 (#22421)
Signed-off-by: <zyy1102000@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2025-08-08 08:24:07 -07:00 |
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Po-Han Huang (NVIDIA)
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af473f0a85
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[bugfix] Fix Llama3/4 issues caused by FlashInfer 0.2.10 (#22426)
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
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2025-08-07 20:25:01 -07:00 |
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Shu WangandXIn Li
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a3b9c17b56
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Support Tensorrt-LLM MoE fp4 for low-latency (#21331)
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: XIn Li <xinli@nvidia.com>
Co-authored-by: XIn Li <xinli@nvidia.com>
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2025-08-07 19:18:22 -07:00 |
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Syed Muhammad Bin Asif
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609b533cb6
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[Bugfix] Add proper comparison for package versions (#22314)
Signed-off-by: Syed Muhammad Bin Asif <syedmba7@connect.hku.hk>
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2025-08-06 20:31:03 -07:00 |
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Wentao Ye
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eec890c1c1
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[Bug] Fix B200 DeepGEMM E8M0 Accuracy Issue (#22399)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-08-06 17:03:53 -07:00 |
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Yongye Zhuandsimon-mo
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31f09c615f
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[gpt-oss] flashinfer mxfp4 (#22339)
Signed-off-by: simon-mo <xmo@berkeley.edu>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
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2025-08-06 12:37:27 -07:00 |
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Wentao Ye
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c3e0e9337e
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[Feature] Add Flashinfer MoE Support for Compressed Tensor NVFP4 (#21639)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-07-31 15:26:11 -07:00 |
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amirkl94andmgoin
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207b750e19
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[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>
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2025-07-31 06:00:01 -07:00 |
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TJian
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e626d286f5
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[FEAT] [ROCm] [AITER]: Add AITER HIP block quant kernel (#21242)
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2025-07-28 05:07:06 +00:00 |
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Wentao Ye
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bda9d0535f
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[Refactor] Refactor MOE NVFP4 Code Base: ModelOpt + Compressed Tensor (#21631)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-07-27 05:25:21 -07:00 |
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Wentao Ye
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75d29cf4e1
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[Perf] Cuda Kernel for Int8 Per Token Group Quant (#21476)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-07-25 17:07:07 -07:00 |
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Wentao Ye
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633f6e804b
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[Bug] Fix DeepGemm Init Error (#21554)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-07-24 20:07:22 -07:00 |
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Wentao Ye
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774d0c014b
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[Perf] Cuda Kernel for Per Token Group Quant (#21083)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-07-22 07:27:15 -07:00 |
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Wentao Ye
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76ddeff293
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[Doc] Remove duplicate docstring (#21012)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-07-15 20:09:13 -07:00 |
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TJian
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80d38b8ac8
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[V1] [ROCm] [AITER] Upgrade AITER to commit 916bf3c and bugfix APIs (#20880)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2025-07-13 15:19:32 +00:00 |
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Wentao Ye
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42d440c22b
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[Perf] Use Triton instead of Torch for DeepGEMM Per Token Group Quant (#20841)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-07-12 19:38:45 -07:00 |
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Luka Govedičandmgoin
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31d5c1797f
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[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>
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2025-07-11 04:56:28 +00:00 |
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Wentao Ye
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e2de455c34
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[Feature] Integrate SM100 DeepGEMM support (#20087)
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2025-07-10 20:18:05 -07:00 |
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fxmarty-amdandBowen Bao
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332d4cb17b
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[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>
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2025-07-09 13:19:02 -07:00 |
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Li, Jiang
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0ec3779df7
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[Bugfix][CI/CD][CPU] Fix CPU CI tests (#20383)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2025-07-02 20:11:36 -07:00 |
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czhu-cohere
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3abfe22154
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Enable group size 64 for Machete (#20290)
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
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2025-07-01 18:05:44 -07:00 |
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Dipika Sikka
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6f2f53a82d
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[Quantization] Add compressed-tensors NVFP4 MoE Support (#19990)
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
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2025-06-29 22:05:40 +00:00 |
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Wentao Ye
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4d36693687
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[Refactor] Create a function util and cache the results for has_deepgemm, has_deepep, has_pplx (#20187)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-06-28 22:06:38 +00:00 |
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Wentao Ye
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879f69bed3
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[Refactor] Remove duplicate ceil_div (#20023)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-06-25 05:19:09 +00:00 |
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Wentao Ye
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a6c4b87fbc
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Revert "[Feature] Integrate new deepgemm (#19820)" (#20049)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-06-24 19:45:22 -07:00 |
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Wentao Ye
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c6e3bba8e6
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[Feature] Integrate new deepgemm (#19820)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-06-24 12:51:56 -07:00 |
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Dipika Sikka
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6bc7b57315
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[Quantization] Remove FP4 emulation; Fall-back to marlin for device < 100 (#19563)
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2025-06-16 17:33:51 -04:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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e5d35d62f5
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[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>
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2025-06-12 04:28:12 +00:00 |
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Ning Xie
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2f1c19b245
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[CI] change spell checker from codespell to typos (#18711)
Signed-off-by: Andy Xie <andy.xning@gmail.com>
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2025-06-11 19:57:10 -07:00 |
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artetaout
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b8e809a057
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[Kernel] Support deep_gemm for linear methods (#19085)
Signed-off-by: artetaout <lulala341@gmail.com>
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2025-06-11 15:14:45 +08:00 |
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Varun Sundar RabindranathandVarun
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5cf2daea9a
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[Misc] Fixes and Optimizations for DeepEP + DeepGEMM combination. (#19298)
Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun <vsundarr@redhat.com>
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2025-06-09 10:50:39 -04:00 |
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Dipika Sikka
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c123bc33f9
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[Quantization] Add compressed-tensors NVFP4 support (#18312)
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2025-06-08 09:05:55 -04:00 |
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Lain
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5f2cd251d2
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Sm100 blockwise fp8 swap ab (#18564)
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2025-06-04 07:48:45 -07:00 |
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Simon Mo
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02f0c7b220
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[Misc] Add SPDX-FileCopyrightText (#19100)
Signed-off-by: simon-mo <simon.mo@hey.com>
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2025-06-03 11:20:17 -07:00 |
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Charlie Fu
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306d60401d
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[ROCm][Kernel] Add gfx950 support for skinny gemms (#18010)
Signed-off-by: charlifu <charlifu@amd.com>
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2025-05-31 07:40:05 -07:00 |
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Michael Goin
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4d0a1541be
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[Bugfix] Remove NVFP4 scales assertions to fix load_format=dummy (#18861)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-05-30 13:37:36 +08:00 |
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Feng XiaoLongandCrucifixion-Fxl
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4fc1bf813a
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[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>
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2025-05-23 16:16:26 -07:00 |
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Lain
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e23564cb70
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use ceil_div in cutlass block scaling shape check (#17918)
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2025-05-16 03:02:58 -07:00 |
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Michael Goin
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9a2a6357de
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[Bugfix] Fix FP8 Marlin MoE and enable for compressed-tensors models (#18026)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-05-13 19:48:33 -07:00 |
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vllmellmandtjtanaa
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40de1ef455
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[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>
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2025-05-13 19:08:20 -07:00 |
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Harry Mellor
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6223dd8114
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Update deprecated type hinting in model_executor/layers (#18056)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-05-13 04:17:23 -07:00 |
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Michael Goin
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ea6ae8cb45
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[Bugfix] Fix marlin moe fallback logic for llama4 (#18042)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-05-13 07:53:28 +00:00 |
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