 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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Dipika Sikka
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4121de512e
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[Quantization]: Support compressed-tensors mixed-precision model loading (#22468)
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
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2025-08-14 17:32:09 -04:00 |
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nvjullinandmgoin
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279a5f31b3
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[Kernel] Add nvfp4 gemm flashinfer backends (#22346)
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Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-08-14 16:03:55 -04:00 |
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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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Po-Han Huang (NVIDIA)
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67c153b88a
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Fix Llama4 FlashInfer FP4 MoE issues (#22511)
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
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2025-08-12 05:50:59 -07:00 |
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Yongye Zhu
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007dd90859
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[gpt-oss] Enable gpt-oss on ampere (#22714)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2025-08-12 03:21:44 -07:00 |
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1ece7f30ba
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Fix: AWQ Marlin get_quant_method does not recognize "modules_to_not_convert" (#21888)
Signed-off-by: JunHowie <JunHowie@aliyun.com>
Co-authored-by: JunHowie <JunHowie@aliyun.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-08-12 02:03:53 -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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Kyuyeun Kim
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9a0c5ded5a
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[TPU] Add support for online w8a8 quantization (#22425)
Signed-off-by: Kyuyeun Kim <kyuyeunk@google.com>
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2025-08-08 23:12:54 -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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Woosuk Kwon
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136825de75
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[Misc] Enhance code formatting in mxfp4.py (#22423)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-08-07 00:26:24 -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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Jee Jee Li
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8e6c7e873f
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[Bugfix] Fix MoE BNB version (#22260)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-08-05 19:56:22 -07:00 |
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JartX
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3654847db5
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feat: Add Support GPTQ Quantization MOE on ROCM vllm serve (#21733)
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2025-08-01 21:12:19 -04:00 |
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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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Po-Han Huang (NVIDIA)
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ff08e51940
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[NVIDIA] Fix Llama4 Scout FP4 functionality issues (#21499)
Signed-off-by: Po-Han Huang <pohanh@nvidia.com>
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2025-07-30 07:33:40 -07:00 |
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Wenhua Cheng
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ad341c5194
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[Bugfix]fix mixed bits and visual language model quantization in AutoRound (#21802)
Signed-off-by: Wenhua Cheng <wenhua.cheng@intel.com>
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2025-07-29 07:26:31 -07:00 |
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Wentao Ye
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48b763d6b5
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[Refactor] Merge Compressed Tensor FP8 CompressedTensorsW8A8Fp8MoEMethod and CompressedTensorsW8A8Fp8MoECutlassMethod (#21775)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-07-28 19:47:21 -06:00 |
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Nikhil Guptaandmgoin
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89ac266b26
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[Feat]: Add support for Dynamic Quant 4 bit CPU kleidiai kernels (#17112)
Signed-off-by: Nikhil Gupta <nikhil.gupta2@arm.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-07-28 20:55:15 +00:00 |
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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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Alex Kogan
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7ae75fa6d0
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[Feature] Add support for MoE models in the calibration-free RTN-based quantization (#20766)
Signed-off-by: Alex Kogan <alex.kogan@oracle.com>
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2025-07-25 18:09:34 -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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Shu Wang
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1b25f1fe75
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Update flashinfer CUTLASS MoE Kernel (#21408)
Signed-off-by: Shu Wang. <shuw@nvidia.com>
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2025-07-24 08:13:31 -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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2c8db17cfd
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[feat]: add SM100 support for cutlass FP8 groupGEMM (#20447)
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-07-22 07:27:12 -07:00 |
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Mickaël Seznecandmgoin
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4fb56914c5
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[perf] Add fused MLA QKV + strided layernorm (#21116)
Signed-off-by: Mickael Seznec <mickael@mistral.ai>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-07-22 07:07:44 -07:00 |
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Ming Yang
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e7b2042681
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Revert "[Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE (#20762) (#21334)
Signed-off-by: Ming Yang <minos.future@gmail.com>
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2025-07-21 21:49:01 -07:00 |
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Zhiyu
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6b46c4b653
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Add Nvidia ModelOpt config adaptation (#19815)
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
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2025-07-21 10:02:58 -04:00 |
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Kaixi Houandmgoin
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6d0734c562
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[NVIDIA] Add SM100 Flashinfer MoE blockscale fp8 backend for low latency (#20645)
Signed-off-by: kaixih <kaixih@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-07-19 02:33:01 -07:00 |
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Shu Wangandmgoin
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c7d8724e78
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[Core] FlashInfer CUTLASS fused MoE backend (NVFP4) (#20037)
Signed-off-by: shuw <shuw@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-07-17 21:32:45 -07:00 |
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ElizaWszola
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9fb2d22032
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[Performance] Performance improvements in non-blockwise fp8 CUTLASS MoE (#20762)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
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2025-07-17 09:56:44 -04:00 |
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Michael Goin
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28a6d5423d
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[Bugfix] Fix Machete zero point issue for GPTQ models on SM90 (#21066)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-07-16 19:54:45 -07:00 |
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Nir DavidandUri Livne
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01513a334a
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Support FP8 Quantization and Inference Run on Intel Gaudi (HPU) using INC (Intel Neural Compressor) (#12010)
Signed-off-by: Nir David <ndavid@habana.ai>
Signed-off-by: Uri Livne <ulivne@habana.ai>
Co-authored-by: Uri Livne <ulivne@habana.ai>
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2025-07-16 15:33:41 -04:00 |
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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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Ming Yang
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fcb9f879c1
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[Bugfix] Correct per_act_token in CompressedTensorsW8A8Fp8MoECutlassM… (#20937)
Signed-off-by: Ming Yang <minos.future@gmail.com>
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2025-07-15 19:53:42 -07:00 |
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Ruheena Suhani Shaik
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016b8d1b7f
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Enabled BnB NF4 inference on Gaudi (#20172)
Signed-off-by: Ruheena Suhani Shaik <rsshaik@habana.ai>
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2025-07-14 20:26:08 -07:00 |
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XiongfeiWei
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d4170fad39
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Use w8a8 quantized matmul Pallas kernel (#19170)
Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com>
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2025-07-15 03:06:33 +00:00 |
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Michael Goin
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bcdfb2a330
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[Bugfix] Fix incorrect dispatch for CutlassBlockScaledGroupedGemm and DeepGEMM (#20933)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-07-15 01:42:17 +00:00 |
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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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ElizaWszola
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3b3b778d4a
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[Bugfix] Fix a couple PPLX+CUTLASS MoE bugs (#20825)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
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2025-07-12 19:39:14 -07:00 |
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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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