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c36f0aa300
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Fix test_mamba_ssm_ssd.py due to missing _query_start_loc_to_chunk_indices_offsets (#25995)
Signed-off-by: Huamin Li <3ericli@gmail.com>
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2025-10-01 18:18:36 +00:00 |
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fa7e254a7f
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[New Model] DeepSeek-V3.2 (Rebased to Main) (#25896)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
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2025-09-30 17:14:41 +08:00 |
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2b6b1d7809
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[Model] Mamba2 varlen refactor (#21467)
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
Co-authored-by: RishiAstra <40644327+RishiAstra@users.noreply.github.com>
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2025-09-26 11:31:14 +00:00 |
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3468f17ebe
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[V0 deprecation] Remove _VLLM_V1 suffixes from attention backend names (#25489)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
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2025-09-25 17:37:50 +00:00 |
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2f17117606
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[mypy] Fix wrong type annotations related to tuple (#25660)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-09-25 13:00:45 +00:00 |
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1260180c67
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Revert "[Performance] Move apply_w8a8_block_fp8_linear to an op class… (#25607)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2025-09-25 08:05:21 +00:00 |
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845adb3ec6
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[Model] Add LongCat-Flash (#23991)
Signed-off-by: yangxurui <yangxurui@meituan.com>
Co-authored-by: yangxurui <yangxurui@meituan.com>
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2025-09-24 21:53:40 -07:00 |
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05c19485a5
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[Kernel] Support DCP for Triton backend (#25132)
Signed-off-by: Wei Wei <wwei6@meta.com>
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2025-09-24 18:09:34 -07:00 |
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1f29141258
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[Refactor] Use DeepGEMM Col Major TMA Aligned Tensor (#25517)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-09-24 18:52:36 -04:00 |
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54e42b72db
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Support mnnvl all2allv from Flashinfer (#21003)
Signed-off-by: Shu Wang <shuw@nvidia.com>
Signed-off-by: Shu Wang. <shuw@nvidia.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2025-09-24 14:38:16 -04:00 |
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969b4da3a6
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[V0 Deprecation] Remove placeholder attn (#25510)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
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2025-09-23 22:12:14 +00:00 |
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63400259d0
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[Performance] Move apply_w8a8_block_fp8_linear to an op class (#24666)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
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2025-09-23 12:03:10 -07:00 |
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a3a7828010
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[ROCm] Add skinny gemm bias support for dtypes fp16,bf16,fp8 (#24988)
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
Signed-off-by: Hashem Hashemi <159079214+amd-hhashemi@users.noreply.github.com>
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2025-09-23 14:31:45 -04:00 |
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100b630a60
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[V1][Kernel] Add triton implementation for reshape_and_cache_flash (#24503)
Signed-off-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Chih-Chieh Yang <chih.chieh.yang@ibm.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-09-23 12:52:40 -04:00 |
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b6a136b58c
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[CI/Build] Fix disabled v1 attention backend selection test (#25471)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-09-23 13:05:46 +00:00 |
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f92d952632
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[V0 Deprecation] Remove MultiModalPlaceholderMap (#25366)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-09-22 08:49:19 +00:00 |
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bc6e542d9f
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Remove V0 attention backends (#25351)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-09-21 16:03:28 -07:00 |
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52c2a8d4ad
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[V0 Deprecation] Remove LLMEngine (#25033)
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-09-20 17:56:30 -07:00 |
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3d9a1d2de5
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[V1] Support LLM.apply_model (#18465)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-09-20 07:14:35 +00:00 |
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431535b522
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Enable modelopt gemma3 nvfp4/fp8, make workflow more robust (#22771)
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-09-19 22:40:33 +00:00 |
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a2a5f79e09
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Optimize triton unified attention performance for sliding window attention (#24390)
Signed-off-by: zixi-qi <qizixi@meta.com>
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2025-09-19 13:07:26 -06:00 |
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cea91a32f2
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[Kernel][Performance] Add Triton kernel for Qwen3-VL interleaved MRoPE (#25055)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-09-19 10:27:49 +00:00 |
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01a583fea4
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[Kernel] Decouple Tile Size from Block Size in Triton Unified Attention Kernel (#21197)
Signed-off-by: Jan van Lunteren <jvl@zurich.ibm.com>
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2025-09-18 14:27:01 +00:00 |
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5963b98b46
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[Kernel] Delegate construction of FusedMoEQuantConfig to FusedMoEMethodBase subclasses (#22537)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-09-17 17:43:31 -06:00 |
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e6585ddb45
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[Bugfix] Fix accuracy issue for silu_mul + nvfp4 quant fusion kernel (#24833)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-09-17 16:37:23 -07:00 |
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087c6ffc92
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[CI Bugfix] Fix failing test_invalid_env (#25078)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-09-17 08:28:58 -07:00 |
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cef32104b4
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[FP8] Extend per-token-group quantization support to QuantFP8 (#24342)
Signed-off-by: Tahsin Tunan <tahsintunan@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
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2025-09-16 18:31:06 -07:00 |
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759ef49b15
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Remove V0 Encoder-Decoder Support (#24907)
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
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2025-09-15 21:17:14 -07:00 |
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2891603efd
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[ROCm][Bugfix] Fix the case where there's bias (#24895)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
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2025-09-15 20:05:12 -06:00 |
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a0b26701c9
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[Transform] Deterministic Hadacore Transforms (#24106)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2025-09-15 12:59:31 -06:00 |
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59d7ffc17f
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[CI Failure] Fix test_flashinfer_cutlass_mxfp4_mxfp8_fused_moe (#24750)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-09-13 07:29:19 +00:00 |
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98229db244
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[Kernels][DP/EP] Optimize Silu Kernel for R1 (#24054)
Signed-off-by: elvircrn <elvircrn@gmail.com>
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2025-09-13 00:17:27 -07:00 |
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5febdc8750
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[Chore] Remove unused batched RoPE op & kernel (#24789)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-09-13 00:08:20 -07:00 |
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5fe643fc26
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Add FLASHINFER_MLA to backend selector test (#24753)
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
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2025-09-12 22:30:07 +00:00 |
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72fc8aa412
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[Multi Modal] Add FA3 in VIT (#24347)
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
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2025-09-12 21:27:24 +08:00 |
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c3aea10dc8
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[Perf] Use upstream CUTLASS for SM90 Block FP8 kernel (#23280)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-09-11 15:43:14 -07:00 |
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074854b24f
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[Kernel][B200] mxfp4 fused cutlass moe (#23696)
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-09-11 17:04:56 -04:00 |
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e26fef8397
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fix some typos (#24616)
Signed-off-by: co63oc <co63oc@users.noreply.github.com>
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2025-09-11 10:48:46 -07:00 |
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9bd831f501
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[Model] New model support for Motif-1-Tiny (#23414)
Signed-off-by: ca1207 <ca1207zzz@gmail.com>
Signed-off-by: TaehyunKim <73943231+ca1207@users.noreply.github.com>
Co-authored-by: WyldeCat <skan1543@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-09-10 23:29:40 -07:00 |
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dcb28a332b
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[Kernel] Flashinfer MLA (trtllm-gen) decode kernel integration (#21078)
Signed-off-by: hjjq <hanjieq@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-09-10 15:31:10 -07:00 |
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6cbd41909e
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Feature/vit attention unification# 23880 (#23978)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-09-10 06:10:14 -07:00 |
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0efdb5c3ba
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[gpt-oss] Cache permute indices for faster MXFP4 MoE layer loading (#24154)
Signed-off-by: Wei Wei <wwei6@meta.com>
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2025-09-10 04:27:53 +00:00 |
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7e7db04310
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[CI] Retry flaky fp8 cutlass mla tests (#24536)
Signed-off-by: Nick Hill <nhill@redhat.com>
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2025-09-09 20:33:10 -07:00 |
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46876dff32
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[Doc]: fixing typos to improve docs (#24480)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
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2025-09-08 23:06:04 -07:00 |
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bba1042c6f
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[Flashinfer] Support Flashinfer TRTLLM FP8-qkv BF16/FP16-out Attention Kernel (#23647)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
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2025-09-08 20:53:07 -07:00 |
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e041314184
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[Bugfix] Fix mamba2 prefill chunking (#23279)
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
Signed-off-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-09-08 11:42:41 +00:00 |
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86173ad593
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[Kernel] Support decode context parallelism on Blackwell with CUTLASS MLA (#24385)
Signed-off-by: Ming Yang <minos.future@gmail.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
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2025-09-08 09:27:12 +08:00 |
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e68dc2f014
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[Bugfix] Fix unstable silu_mul+nvfp4 quant fusion test (#24370)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
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2025-09-06 20:39:34 +00:00 |
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7555d6b34a
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[Bugfix] Fix test_mixtral_moe (#24371)
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2025-09-06 09:32:03 -07:00 |
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adc3ddb430
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[Bugfix][Misc] Fix silu_and_mul_nvfp4_quant issue and extract common utils for nvfp4 kernel source files (#23727)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-09-04 14:25:45 -07:00 |
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