 Varun Sundar RabindranathandVarun
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805d62ca88
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[Misc] DP : Add ExpertTokensMetadata (#20332)
Signed-off-by: Varun <vsundarr@redhat.com>
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun <vsundarr@redhat.com>
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2025-07-10 00:33:14 +00:00 |
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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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Jacob Manning
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bf03ff3575
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[Kernel] Add Conch backend for mixed-precision linear layer (#19818)
Signed-off-by: Jacob Manning <jmanning+oss@stackav.com>
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2025-07-09 13:17:55 -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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Michael Goin
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31b96d1c64
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Support Llama 4 for cutlass_moe_fp4 (#20453)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-07-09 15:53:38 -04:00 |
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Duncan Moss
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97abeb1daa
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[feat] enable SM100 CUTLASS block scaled group gemm for smaller batch sizes (#20640)
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
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2025-07-09 11:03:35 +08:00 |
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Ming Yang
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c438183e99
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[Bugfix] Fix topk_ids indices_type for CUTLASS w8a8 FP8 MoE (#20166)
Signed-off-by: Ming Yang <yming@meta.com>
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2025-07-08 23:10:57 +00:00 |
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Ming Yang
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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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Cyrus Leung
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c18b3b8e8b
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[Bugfix] Add use_cross_encoder flag to use correct activation in ClassifierPooler (#20527)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-07-06 14:01:48 -07:00 |
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Brayden Zhong
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cede942b87
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[Benchmark] Add support for multiple batch size benchmark through CLI in benchmark_moe.py (#20516)
Signed-off-by: Brayden Zhong <b8zhong@uwaterloo.ca>
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2025-07-06 09:20:11 +00:00 |
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Chengji Yao
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4548c03c50
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[TPU][Bugfix] fix the MoE OOM issue (#20339)
Signed-off-by: Chengji Yao <chengjiyao@google.com>
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2025-07-05 21:19:09 -07:00 |
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Lucia Fang
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432870829d
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[Bugfix] Fix missing per_act_token parameter in compressed_tensors_moe (#20509)
Signed-off-by: Lu Fang <fanglu@fb.com>
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2025-07-06 12:08:30 +08:00 |
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Lucia FangandLucia Fang
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8aeaa910a2
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Fix unknown attribute of topk_indices_dtype in CompressedTensorsW8A8Fp8MoECutlassMethod (#20507)
Co-authored-by: Lucia (Lu) Fang <fanglu@meta.com>
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2025-07-05 14:03:20 +08:00 |
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Duncan MossandDuncan Moss
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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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2f35a022e6
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Enable V1 for Hybrid SSM/Attention Models (#20016)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Stanislaw Wozniak <stw@zurich.ibm.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
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2025-07-04 17:46:53 +00:00 |
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Michael Goin
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0e3fe896e2
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Support Llama 4 for fused_marlin_moe (#20457)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-07-04 07:55:10 +00:00 |
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Jee Jee Li
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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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bnellnm
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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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wang.yuqi
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6f1229f91d
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[Model][2/N] Automatic conversion of CrossEncoding model (#19978)
Signed-off-by: wang.yuqi <noooop@126.com>
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2025-07-03 13:59:23 +00:00 |
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Jee Jee Li
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1819fbda63
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[Quantization] Bump to use latest bitsandbytes (#20424)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-07-03 21:58:46 +08:00 |
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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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bnellnm
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2e25bb12a8
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[Bugfix] Fix import of CutlassExpertsFp8 in compressed_tensors_moe.py (#20381)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-07-03 02:07:43 +00:00 |
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bnellnmandElizaWszola
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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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Cyrus Leung
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1a03dd496b
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[Bugfix] Fix dynamic rotary embedding (#20343)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-07-02 06:31:26 +00:00 |
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Wentao Ye
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9dae7d46bf
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[Refactor] Remove Unused Env VLLM_ENABLE_MOE_ALIGN_BLOCK_SIZE_TRITON (#20334)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-07-01 19:03:43 -07:00 |
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Wentao Ye
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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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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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TJian
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02cabff207
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[V1] [ROCm] Enable EP with AITER Fused MoE (#20270)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2025-07-01 16:48:30 +00:00 |
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ecad851cbd
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[Model]Add Tencent HunYuanMoEV1 Model Support (#20114)
Signed-off-by: aiyiwang <aiyiwang@tencent.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: quinnrong <quinnrong@tencent.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-07-01 07:28:13 -07:00 |
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Yuxuan ZhangandIsotr0py
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ed70f3c64f
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Add GLM4.1V model (Draft) (#19331)
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-07-01 12:48:26 +00:00 |
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Kyle Sayers
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9025a9a705
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[Quant] [Bugfix] Fix quantization config matching with hf_to_vllm_mapper (#20046)
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2025-07-01 19:20:34 +09:00 |
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Li, Jiang
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6cc1e7d96d
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[CPU] Update custom ops for the CPU backend (#20255)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2025-07-01 07:25:03 +00:00 |
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czhu-cohere
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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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Alex KoganandMichael Goin
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27949354fa
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[Feature] A calibration-free RTN-based quantization for accurate and accelerated INT4/INT8 inference (#18768)
Signed-off-by: Alex Kogan <alex.kogan@oracle.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-07-01 05:44:38 +00:00 |
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Wentao Ye
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97d9524fe9
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[Refactor] Remove useless pdb comment (#20266)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-06-30 18:15:24 +00:00 |
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li haoyangandHaoyang Li
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1c50e100a9
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[Bugfix] fix quark ptpc (#20251)
Signed-off-by: Haoyang Li <Haoyang.Li@amd.com>
Co-authored-by: Haoyang Li <307790822@qq.com>
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2025-06-30 22:24:50 +09:00 |
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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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bnellnm
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c6c983053d
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[Bugfix] Mark 'hidden_states' as mutable in moe_forward registration. (#20152)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-06-27 09:42:22 -06:00 |
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Robert ShawandRoger Wang
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d1c956dc0f
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Gemma3n (Text-only) (#20134)
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.me>
Co-authored-by: Roger Wang <hey@rogerw.me>
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2025-06-27 07:16:26 +00:00 |
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Bowen Wang
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e9fd658a73
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[Feature] Expert Parallelism Load Balancer (EPLB) (#18343)
Signed-off-by: Bowen Wang <abmfy@icloud.com>
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2025-06-26 15:30:21 -07:00 |
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Wentao Ye
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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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Li, Jiang
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0567c8249f
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[CPU] Fix torch version in x86 CPU backend (#19258)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
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2025-06-26 03:34:47 -07:00 |
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Dipika Sikka
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02c97d9a92
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[Quantization] Add compressed-tensors emulations support for NVFP4 (#19879)
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
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2025-06-25 14:28:19 -04:00 |
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bnellnm
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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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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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Boyuan Feng
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c01d1c5aba
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use .dev for version comparison with pytorch nightly release (#20031)
Signed-off-by: Boyuan Feng <boyuan@meta.com>
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2025-06-24 21:52:16 +00:00 |
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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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Vadim Gimpelson
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9a3b88328f
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[PERF] Speedup of MRoPE prepare inputs (#19939)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@centml.ai>
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2025-06-23 23:01:26 -07:00 |
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