 Misha GoinandOpenAI Codex
|
82b7d49a6e
|
[MoE] Generalize masked activation for padded layouts (#51217)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-09-01 11:34:13 -04:00 |
|
|
|
ca29cd48ba
|
[Quantization][Humming] Support MXFP4 weight + block-FP8 activation for MoE (#51332)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Elvir Crnčević <elvircrn@gmail.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-08-25 10:21:00 -04:00 |
|
|
akii96
|
583a00257d
|
[ROCm] [Bugfix] Fix Triton fused shared expert alignment (#51632)
Signed-off-by: Aakif Nawaz <aakif.nawaz@amd.com>
|
2026-08-20 00:14:52 +08:00 |
|
|
Andreas Karatzas
|
160f7f0840
|
[ROCm][CI] Extended Fused MoE and FP8 MoE test support (#41100)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
|
2026-08-19 10:19:42 -05:00 |
|
|
pmanczak
|
ec21f61d82
|
[Misc] Enable test_fused_moe_wn16 on XPU (#51672)
Signed-off-by: pmanczak <pawel.manczak@intel.com>
|
2026-08-10 21:57:02 +08:00 |
|
|
Jinzhen LinandOpenAI Codex
|
fcde8e1460
|
[Refactor] refactor humming linear and moe backends to use explicit layer configs (#49610)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
|
2026-08-07 10:03:19 -07:00 |
|
|
Michael GoinandOpenAI Codex
|
8f158d0ee2
|
[MoE] Share apply_moe_activation support metadata (#44359)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
|
2026-08-05 12:05:47 -07:00 |
|
|
|
0a6446005d
|
[CPU] Migrate unquantized MoE to the modular-kernel experts structure (#50133)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Fadi Arafeh <fadi.arafeh@arm.com>
|
2026-08-03 14:55:04 +08:00 |
|
|
Michael Goin
|
0eec856cc3
|
Add Humming indexed-MoE regression test (#50468)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-07-30 16:26:24 -04:00 |
|
|
|
6f00a1ae3b
|
fused_moe: add VLLM_TRITON_USE_TD tensor-descriptor path (#42436)
Signed-off-by: Artur Fierka <artur.fierka@intel.com>
Signed-off-by: Lena Onyshchenko <162571002+oonyshch@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Lena Onyshchenko <162571002+oonyshch@users.noreply.github.com>
|
2026-07-29 13:15:10 +08:00 |
|
|
Netanel Haber
|
1e34a13539
|
Fix Humming non-gated MoE (#49096)
|
2026-07-27 22:56:44 +00:00 |
|
|
gnovack
|
f7aadae5e5
|
add pad-aware reduce path (#48385)
Signed-off-by: gnovack <novackgm@gmail.com>
|
2026-07-14 18:05:50 -07:00 |
|
|
Kunshang Ji
|
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 |
|
|
Michael GoinandClaude
|
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 Mellor
|
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 |
|
|
bnellnm
|
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 Tran
|
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 Goin
|
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 Goin
|
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 |
|
|
bnellnmandRobert Shaw
|
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 Ma
|
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 Goin
|
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 |
|
|
Xinan MiaoandSouthWest7
|
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 Ji
|
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 Ji
|
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 |
|
|
Kunshang JiandHarry Mellor
|
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 |
|
|
haosdentandMichael Goin
|
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 Goin
|
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 |
|
|
LindaandPavani Majety
|
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 |
|
|
bnellnmandRobert Shaw
|
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 Wang
|
63c0889416
|
[Misc] Fix flashinfer related tests (#33462)
Signed-off-by: esmeetu <jasonailu87@gmail.com>
|
2026-01-31 16:10:24 -05:00 |
|
|
Harry Mellor
|
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 Zou
|
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 Arafeh
|
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 |
|
|
bnellnm
|
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 Zou
|
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 Shaw
|
42135d6898
|
[MoE Refactor] Oracle Select FP8+NVFP4 Kernels In Priority (#32414)
|
2026-01-21 08:22:33 -05:00 |
|
|
bnellnm
|
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 |
|
|
Robert ShawandRobert Shaw
|
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 Yang
|
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 Mishra
|
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 |
|
|
Runkai TaoandJee Jee Li
|
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 |
|
|
Lucas WilkinsonandLuka Govedič
|
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 |
|