 gnovackandGitHub
|
f7aadae5e5
|
add pad-aware reduce path (#48385)
Signed-off-by: gnovack <novackgm@gmail.com>
|
2026-07-14 18:05:50 -07:00 |
|
|
Kunshang JiandGitHub
|
fb42e5219e
|
[Platform] Replace torch.cuda.mem_get_info with torch.accelerator.get_memory_info (#44825)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
|
2026-06-30 14:39:52 +08:00 |
|
|
|
e8c24a7695
|
[Kernel] Vectorized fp32 moe_sum reduction and support any topk (#46643)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-06-25 14:02:28 -07:00 |
|
|
Harry MellorandGitHub
|
03878d1c22
|
Deprecations for v0.23 and v0.24 (#44992)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-06-11 14:35:38 +00:00 |
|
|
bnellnmandGitHub
|
dc68bd8c41
|
[MoE Refactor] FusedMoE/MoERunner inversion refactor (#41184)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-06-08 10:42:58 -04:00 |
|
|
Thien TranandGitHub
|
e54eff769d
|
[Bugfix] Pass routed_scaling_factor to FlashInfer TRTLLM BF16 MoE (#43769)
|
2026-05-27 21:29:14 -07:00 |
|
|
|
78e7a7b9b0
|
Refactor AWQ Marlin MoE onto modular WNA16 oracle (#42483)
Signed-off-by: Siddharth Bedekar <bedeksid@gmail.com>
Signed-off-by: Siddharth Bedekar <104613085+bedeks@users.noreply.github.com>
Co-authored-by: Robert Shaw <robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-05-18 08:02:43 -07:00 |
|
|
|
06d020bb6e
|
[Bugfix] Fix SM121 (DGX Spark) exclusion from Marlin/CUTLASS FP8 paths (#35568)
Signed-off-by: Blake Ledden <blake@secondnaturecomputing.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>
|
2026-05-15 10:59:00 -07:00 |
|
|
|
206eaed08d
|
[MoE Refactor] Move expert map related code into ExpertMapManager class (#41046)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
|
2026-05-12 09:18:27 -04:00 |
|
|
|
1b57eb41f2
|
[MoE] Move various experts classes to fused_moe/experts/ (#41979)
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Jackmin801 <56836461+Jackmin801@users.noreply.github.com>
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Jackmin801 <56836461+Jackmin801@users.noreply.github.com>
|
2026-05-11 07:54:33 +08:00 |
|
|
Michael GoinandGitHub
|
48a65ccb02
|
[CI] Speed up test_fused_marlin_moe (#40178)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
|
2026-04-17 19:26:21 -07:00 |
|
|
Michael GoinandGitHub
|
1f45e83756
|
Remove outdated tests test_mixtral_moe and test_duplicated_ignored_sequence_group (#40175)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-04-17 16:49:43 -07:00 |
|
|
|
e1e318af01
|
[MoE Refactor] Remove MoE DP chunking (#39107)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-04-14 09:48:05 -04:00 |
|
|
Yan MaandGitHub
|
ec68d53b2b
|
Add platform manual_seed_all API (#38468)
Signed-off-by: Yan Ma <yan.ma@intel.com>
|
2026-04-10 13:43:50 +08:00 |
|
|
Michael GoinandGitHub
|
db5d0719e1
|
[Kernel] Add MXFP8 to Marlin GEMM/MoE and refactor Mxfp8LinearOp (#34664)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-04-01 09:41:42 -07:00 |
|
|
|
d9b90a07ac
|
[MoE Refactor] Migrate Unquantized to Full Oracle Flow (#36286)
Signed-off-by: Yifan Zong <yzong@redhat.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: yzong-rh <yzong@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-03-31 15:43:33 -04:00 |
|
|
|
2cdf92228c
|
[Feature]: Remove Chunking From FusedMoE (#34086)
Signed-off-by: SouthWest7 <am1ao@qq.com>
Signed-off-by: Southwest <1403572259@qq.com>
Signed-off-by: southwest <am1ao@qq.com>
Signed-off-by: Xinan Miao <1403572259@qq.com>
Co-authored-by: SouthWest7 <am1ao@qq.com>
|
2026-03-12 14:24:38 -04:00 |
|
|
Kunshang JiandGitHub
|
53ec16a705
|
[Hardware] Replace torch.cuda.device_count/current_device/set_device API (#36145)
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-03-12 07:57:47 -07:00 |
|
|
Kunshang JiandGitHub
|
66a2209645
|
[Hardware] Replace torch.cuda.synchronize() api with torch.accelerator.synchronize (#36085)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2026-03-05 10:36:39 +00:00 |
|
|
|
16d2ad1d38
|
[Hardware] Replace torch.cuda.empty_cache with torch.accelerator.empty_cache (#30681)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-03-04 09:49:47 +00:00 |
|
|
|
97995f6376
|
[MoE Refactor] Create MK for TRTLLM Kernels (#32564)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
|
2026-03-03 10:39:50 -08:00 |
|
|
|
b68fd899d1
|
[Bugfix] Fix fused MoE int32 overflow in stride*offset without perf regression (#34507)
Signed-off-by: haosdent <haosdent@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2026-02-16 17:58:49 -08:00 |
|
|
Michael GoinandGitHub
|
ff1f83b056
|
[Refactor] Replace activation: str with MoEActivation enum (#33843)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
|
2026-02-11 17:29:32 -08:00 |
|
|
|
275e0d2a99
|
[NVIDIA][test] Tests for flashinfer TRTLLM BF16 MoE (#33715)
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>
|
2026-02-11 12:38:11 +00:00 |
|
|
|
a57c8228ff
|
[Moe Refactor] Make Inplace Flag for FusedMoEModularKernel part of the constructor (#33375)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-02-05 18:07:18 +00:00 |
|
|
Roy WangandGitHub
|
63c0889416
|
[Misc] Fix flashinfer related tests (#33462)
Signed-off-by: esmeetu <jasonailu87@gmail.com>
|
2026-01-31 16:10:24 -05:00 |
|
|
Harry MellorandGitHub
|
a11bc12d53
|
Fix test_moe.py for Transformers v5 (#33413)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2026-01-30 14:03:25 +00:00 |
|
|
Richard ZouandGitHub
|
d9aa39a3bb
|
[torch.compile] Speed up MOE handling in forward_context (#33184)
Signed-off-by: Richard Zou <zou3519@gmail.com>
|
2026-01-27 15:17:54 -08:00 |
|
|
Fadi ArafehandGitHub
|
aac0b817fa
|
[CPU Backend][BugFix] Fix failing CPU MoE test (#32876)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
|
2026-01-23 12:06:51 +00:00 |
|
|
bnellnmandGitHub
|
dc917cceb8
|
[MoE Refactor] Move select_experts from FusedMoEQuantMethod -> FusedMoE (#31996)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-01-22 18:21:35 -05:00 |
|
|
Richard ZouandGitHub
|
654a71fc3c
|
[torch.compile] Improve Cold Start for MoEs (#32805)
Signed-off-by: Richard Zou <zou3519@gmail.com>
|
2026-01-22 10:44:40 -05:00 |
|
|
Robert ShawandGitHub
|
42135d6898
|
[MoE Refactor] Oracle Select FP8+NVFP4 Kernels In Priority (#32414)
|
2026-01-21 08:22:33 -05:00 |
|
|
bnellnmandGitHub
|
327a02d8db
|
[MoE Refactor] Separate Router into OO Classes (#30623)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-01-18 11:40:49 -05:00 |
|
|
|
4a6af8813f
|
[MoE Refactor] Move Test Impl into Test Dirs (#32129)
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
|
2026-01-18 12:16:59 +08:00 |
|
|
|
c277fbdf31
|
[Feat] Support non-gated MoE with Marlin, NVFP4 CUTLASS, FP8, INT8, compressed-tensors (#32257)
Signed-off-by: Tomer Natan <tbarnatan@computelab-frontend-8.nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Tomer Natan <tbarnatan@computelab-frontend-8.nvidia.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Tomer Natan <tbarnatan@ipp1-1429.ipp1a1.colossus.nvidia.com>
|
2026-01-15 16:15:05 -08:00 |
|
|
Hongxia YangandGitHub
|
048bb59728
|
AMD CI Test - unskip moe_sum test and moe_align_block_size tests (#32039)
Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
|
2026-01-13 23:25:10 -08:00 |
|
|
Rabi MishraandGitHub
|
69f8a0ea37
|
fix(rocm): Use refresh_env_variables() for rocm_aiter_ops in test_moe (#31711)
Signed-off-by: rabi <ramishra@redhat.com>
|
2026-01-13 19:11:54 +00:00 |
|
|
|
a4d5d663e2
|
Add unpermute-aware fused MoE path and small-batch fallback (#29354)
Signed-off-by: Runkai Tao <rt572@physics.rutgers.edu>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
|
2026-01-09 12:58:39 -07:00 |
|
|
|
6cdf015c3c
|
[Misc] Fix Current vLLM config is not set. warnings, assert to avoid issues in the future (#31747)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
|
2026-01-08 15:20:49 -08:00 |
|
|
wangxiyuanandGitHub
|
bb4337b34c
|
[Platform] Deprecate seed_everything (#31659)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
|
2026-01-04 18:34:04 -08:00 |
|
|
Yongye ZhuandGitHub
|
7b926e8901
|
[MoE Refactor][9/N] Use modular kernel for unquantized Triton MoE (#31052)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
|
2025-12-22 17:34:19 +00:00 |
|
|
Lucas WilkinsonandGitHub
|
3e41992fec
|
[Attention] Use sparse prefill kernel for fp8 kv-cache in DeepSeek-v3.2 (#27532)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
|
2025-12-12 05:57:47 -08:00 |
|
|
|
879ddb09c3
|
[Kernel][MoE] optimize moe_align_block_size (#29642)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
|
2025-12-07 01:58:47 -08:00 |
|
|
|
1656ad3704
|
[Kernel][Quantization] add w4a8 support for marlin kernel (#24722)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>
|
2025-11-29 07:19:33 -08:00 |
|
|
Cyrus LeungandGitHub
|
638e4196d1
|
[Misc] Make SchedulerConfig.max_model_len init-only (#28733)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-11-15 01:59:31 -08:00 |
|
|
|
f080a83511
|
[RFC][ROCm][AITER] Keep all AITER kernels in _aiter_ops class like _custom_ops and _ipex_ops (#24490)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
|
2025-11-10 08:20:53 -08:00 |
|
|
|
b8c48c5d72
|
kernels/moe test pruning (#27053)
Signed-off-by: Fardin Hoque <kfhfar@amazon.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2025-10-30 12:10:34 +08:00 |
|
|
|
fb0571b077
|
[GPTOSS][DP/EP][Marlin] Enable GPTOSS Batched DP/EP using Marlin kernels (#25997)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-10-16 12:53:11 -07:00 |
|
|
|
8ae169286f
|
[torch.compile] Unwrap fused_marlin_moe custom op (#26739)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-10-14 02:22:16 +00:00 |
|
|
Harry MellorandGitHub
|
8fcaaf6a16
|
Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-10-12 09:51:31 -07:00 |
|