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5780121c95
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[Perf] Add swap_ab to SM90 FP8 non-block CUTLASS moe grouped gemm (#20911)
Signed-off-by: Shixian Cui <shixian@amazon.com>
Co-authored-by: Shixian Cui <shixian@amazon.com>
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2025-07-18 04:34:43 +00:00 |
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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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11dfdf21bf
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[Kernel] DeepGemm MoE : Integrate triton permute / unpermute kernels (#20903)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-07-17 08:10:37 +00:00 |
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1eb2b9c102
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[CI] update typos config for CI pre-commit and fix some spells (#20919)
Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
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2025-07-15 21:12:40 -07:00 |
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c1acd6d7d4
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[Refactor] Change the way of import triton (#20774)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-07-12 19:39:55 -07:00 |
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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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53fa457391
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[Misc] Add unit tests for MoE ModularKernel combinations + Profiling utility (#20449)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-07-11 07:51:46 -07:00 |
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7bd4c37ae7
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[Core] Add Flashinfer TRTLLM Backend for Flashinfer decode path (SM100). (#19825)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: shuw <shuw@nvidia.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-07-11 09:23:23 +00:00 |
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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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f0c98cae27
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[Misc] MoE ModularKernel : Introduce TopKWeightAndReduce (#20648)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-07-10 14:40:38 -07:00 |
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fdadb6f43a
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[Bugfix] Fused MoE Modular Kernel chunking loop (#20392)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-07-10 20:31:10 +00:00 |
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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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47043eb678
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[Kernel] Triton implementation of causal-conv1d for Mamba-based models (#18218)
Signed-off-by: Tuan M. Hoang-Trong <tmhoangt@us.ibm.com>
Co-authored-by: Tuan M. Hoang-Trong <tmhoangt@us.ibm.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
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2025-07-09 12:53:55 -07:00 |
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afb7cff1b9
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[Bugfix] Fix Maverick correctness by filling zero to cache space in cutlass_moe (#20167)
Signed-off-by: Ming Yang <yming@meta.com>
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2025-07-08 01:07:22 +00:00 |
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9fb52e523a
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[V1] Support any head size for FlexAttention backend (#20467)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-07-06 09:54:36 -07:00 |
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e202dd2736
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[V0 deprecation] Remove V0 CPU/XPU/TPU backends (#20412)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2025-07-06 08:48:13 -07:00 |
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f73d02aadc
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[BUG] Fix #20484. Support empty sequence in cuda penalty kernel (#20491)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@centml.ai>
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2025-07-05 19:38:02 -07:00 |
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c5ebe040ac
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test_attention compat with coming xformers change (#20487)
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-07-05 19:37:59 -07:00 |
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32c9be2200
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[v1] Re-add fp32 support to v1 engine through FlexAttention (#19754)
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-07-05 09:41:10 +00:00 |
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c108781c85
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[CI Bugfix] Fix pre-commit failures on main (#20502)
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2025-07-04 14:17:30 -07:00 |
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3d184b95b8
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[feat]: CUTLASS block scaled group gemm for SM100 (#19757)
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Co-authored-by: Duncan Moss <dmoss@nvidia.com>
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2025-07-04 12:58:04 -06:00 |
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1caca5a589
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[Misc] Add SPDX-FileCopyrightText (#20428)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-07-04 07:40:42 +00:00 |
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78fe77534b
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[Kernel] Enable fp8 support for pplx and BatchedTritonExperts. (#18864)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-07-03 14:55:40 -07:00 |
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c1909e7e8c
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[Kernels] MoE refactor (#19636)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
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2025-07-02 06:08:27 -07:00 |
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7058d7dd5d
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[Refactor] Remove duplicate find_free_port (#20333)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-07-01 19:03:07 -07:00 |
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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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96453cfa83
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[BugFix][V1][ROCm] Triton MLA uses V0 backend on V1 engine (#19067)
Signed-off-by: Tianyuan Wu <Tianyuan.Wu@amd.com>
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2025-07-01 16:12:19 +08:00 |
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08d81f1014
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[Bugfix] Fix deepep tests (#20288)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-07-01 15:29:08 +08:00 |
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9909726d2a
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Enable ZP Support for Machete (#20268)
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
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2025-07-01 07:12:20 +00:00 |
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551ef1631a
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[Unit Test] Add unit test for deep gemm (#20090)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-06-30 10:26:42 -06:00 |
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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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562308816c
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[Refactor] Rename commnication utils (#20091)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-06-26 22:19:32 +00:00 |
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c894c5dc1f
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[Bug Fix] Fix address/port already in use error for deep_ep test (#20094)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-06-26 22:33:13 +08:00 |
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015fab8c2f
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[Kernels][Bugfix] Use torch op for all kernels in FusedMoE forward. Add additional testing for cudagraphs. (#19717)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-06-24 23:22:58 -07:00 |
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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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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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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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68aaeb3749
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[EP+DP] Optimize the little operations in the DeepGEMM + DeepEP low latency case (#19885)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Signed-off-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-06-23 11:07:47 -07:00 |
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ffb2cd6b54
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[Perf] Optimize moe_align_block_size CUDA kernel (#19572)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-06-17 11:49:26 -07:00 |
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ddfed314f9
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Fixes IMA for TP w/ flex-attention (#19712)
Signed-off-by: drisspg <drisspguessous@gmail.com>
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2025-06-17 04:01:50 +00:00 |
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0b73736a0d
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[Kernel] Raise verbose error and consolidate num_heads/num_kv_heads divisibility check (#19339)
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
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2025-06-15 13:43:48 +08:00 |
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b6efafd9e4
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[Perf] Vectorize static / dynamic INT8 quant kernels (#19233)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-06-12 06:51:41 -07:00 |
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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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29fa5cac1c
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[Kernels] Add activation chunking logic to FusedMoEModularKernel (#19168)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-06-11 12:53:10 -04:00 |
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7c644ab6d5
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Fix Typo in Documentation and Function Name (#19442)
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2025-06-10 22:44:11 -07:00 |
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5f1ac1e1d1
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Revert "[v1] Add fp32 support to v1 engine through flex attn" (#19404)
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2025-06-10 01:30:20 -07:00 |
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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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b8089195b4
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[v1] Add fp32 support to v1 engine through flex attn (#19319)
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-06-09 22:10:44 +08:00 |
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cf02f9b283
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Add FlexAttention to V1 (#16078)
Signed-off-by: drisspg <drisspguessous@gmail.com>
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2025-06-06 21:58:55 -07:00 |
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84166fee97
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[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>
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2025-06-06 18:26:11 -07:00 |
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