 bnellnm
|
e74698c27a
|
[Misc][Refactor] Add FusedMoERouter object (#30519)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-01-08 20:52:55 +00:00 |
|
|
Robert Shaw
|
5dcd7ef1f2
|
[MoE Refactor][15/N] Apply Refactor to Fp8 (#31415)
|
2026-01-07 19:42:33 -05:00 |
|
|
Robert ShawandRobert Shaw
|
af8fd73051
|
[MoE Refactor][14/N] Clean Up FI Quant Config Smuggling (#31593)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-01-06 15:47:04 +00:00 |
|
|
Robert ShawandRobert Shaw
|
f6c0009afa
|
[Bugfix] Fix Broken ModelOpt NVFP4 MoE (#31742)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2026-01-05 23:18:38 +00:00 |
|
|
|
268b1c55ad
|
[MoE Refactor][13/N] Convert FI to Use PFNoEP (#31533)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-01-03 12:26:36 -08:00 |
|
|
Andreas Karatzas
|
6ef770df7c
|
[MoE] Fix output_shape calculation in Attention layer to handle 3D query inputs (#31596)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-01-02 15:46:23 +00:00 |
|
|
|
56f516254c
|
[Bugfix][ROCm] Fix Static Quant Issue (#31502)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2025-12-29 13:27:55 -08:00 |
|
|
Robert ShawandRobert Shaw
|
9152a30d8f
|
[MoE Refactor][12/N] Marlin Fp8 MoE Pure Function (#31499)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2025-12-29 13:27:00 -08:00 |
|
|
Robert ShawandRobert Shaw
|
727c41f3fd
|
[MoE Refactor][10/N] Cleanup Fp8 Process Weights After Loading (#31169)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2025-12-27 20:22:48 +00:00 |
|
|
Robert ShawandRobert Shaw
|
b57b967386
|
[MoE Refactor][7/N] AITER MK (#31102)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2025-12-22 16:42:58 -07:00 |
|
|
Kevin McKayandClaude Sonnet 4.5
|
cf8eed7bef
|
[Bugfix][ROCm] Fix typo: is_linear_fp8_enaled -> is_linear_fp8_enabled (#31109)
Signed-off-by: c0de128 <kevin.mckay@outlook.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
|
2025-12-21 21:14:58 -08:00 |
|
|
Robert Shaw
|
b471092d3a
|
[MoE Refactor][4/N] Marlin Fp8 Mk (#31036)
|
2025-12-21 12:37:42 -05:00 |
|
|
|
54c8924384
|
[MoE Refactor][5/N] Isolate zero expert to LongCatFlash (#28891)
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: Dongjie Zou <85092850+baonudesifeizhai@users.noreply.github.com>
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
|
2025-12-20 18:22:04 +00:00 |
|
|
Yan Ma
|
560ae9638c
|
[XPU] enable fp8 online streaming quantization (#30944)
Signed-off-by: Yan Ma <yan.ma@intel.com>
|
2025-12-20 13:45:27 +00:00 |
|
|
Robert ShawandRobert Shaw
|
95befecc18
|
[MoE Refactor][2/N] Use Modular Kernels for Fp8 (#30825)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2025-12-19 23:36:38 +00:00 |
|
|
Robert ShawandRobert Shaw
|
83a317f650
|
[MoE Refactor][3/N] Deprecate cutlass block quant fp8 (b200) (#30990)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2025-12-19 13:09:54 -08:00 |
|
|
Vasiliy Kuznetsov
|
f4ee2c3d90
|
fix fp8 online quantization streaming with tp > 1 (#30900)
Signed-off-by: vasiliy <vasiliy@fb.com>
|
2025-12-18 11:45:15 -05:00 |
|
|
Jinzhen LinandMichael Goin
|
ce96857fdd
|
[Kernel][Quantization][MoE] add marlin kernel support for turing (sm75) (#29901)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2025-12-16 14:35:28 -08:00 |
|
|
Robert ShawandRobert Shaw
|
d0502b4928
|
[MoE][Refactor 1/N] Separate Online Quantization (#30627)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
|
2025-12-15 06:54:53 -08:00 |
|
|
Roberto L. Castroandyoukaichao
|
4fa7ce46f3
|
[Feature] Add SM103 (Blackwell Ultra) Support to vLLM (#30484)
Signed-off-by: LopezCastroRoberto <robertol.c510@gmail.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
|
2025-12-12 19:34:23 -08:00 |
|
|
Kyle Sayers
|
fccd532587
|
[Quantization] FP8 Weight Reloading for Quantized RL Rollout (#28480)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
|
2025-12-09 13:54:32 -08:00 |
|
|
|
00e5cbb967
|
[MoE][Refactor] Remove most arguments to FusedMoEMethodBase.apply (#29066)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.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: Tyler Michael Smith <tlrmchlsmth@gmail.com>
|
2025-12-09 13:48:25 -08:00 |
|
|
Vasiliy Kuznetsov
|
0d402d2600
|
online fp8 quant with streaming weight post-processing (#29196)
Signed-off-by: vasiliy <vasiliy@fb.com>
|
2025-12-08 20:15:10 +00:00 |
|
|
Jee Jee Li
|
652ba93da3
|
[Bugfix] Fix FP8 MoE LoRA (#29890)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
|
2025-12-04 18:17:49 +00:00 |
|
|
|
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 |
|
|
Matthew Bonanni
|
fc1d8be3dc
|
[Attention] Update attention imports (#29540)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
|
2025-11-27 11:19:09 -05:00 |
|
|
Michael Goin
|
6f1355a1b7
|
[Perf] Disable DeepGEMM MoE by default when TP=8 is used (#29346)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2025-11-24 19:01:40 -07:00 |
|
|
bnellnm
|
8f066146c3
|
[MoE][Refactor] Make select_experts a non-static method (#29067)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2025-11-24 13:38:04 -05:00 |
|
|
Wentao YeandNick Hill
|
a42ab317ac
|
[Log] Optimize startup log (#28948)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
|
2025-11-21 08:46:20 -08:00 |
|
|
Chen BruceandHarry Mellor
|
da2f6800e0
|
[Feat][Perf] Enable deepep-low-latency with round-robin expert placement. (#28449)
Signed-off-by: bruceszchen <bruceszchen@tencent.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-11-19 13:46:24 +01:00 |
|
|
|
3f8a874065
|
[Kernels] Enable FlashInfer FP8 Blockscale on SM90 (for TEP DSR1) (#27134)
Signed-off-by: Duncan Moss <djm.moss@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2025-11-14 08:02:44 -08:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
74a9a9faad
|
[Performance][B200] Fix deepgemm prologue (#27897)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-11-12 13:13:03 -08:00 |
|
|
Michael Goin
|
f9a4087182
|
Remove weight_scale.T special case for SM90 Block FP8 CUTLASS kernel (#28431)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2025-11-11 11:46:04 -05:00 |
|
|
Wentao Ye
|
de540c0354
|
[Feature] Add env var VLLM_MOE_USE_DEEP_GEMM (#28422)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2025-11-11 02:29:48 +00:00 |
|
|
Wentao Ye
|
35d801f13f
|
[Feature] Refactor batch invariant fp8 DeepGEMM (#27606)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2025-11-11 00:08:40 +00:00 |
|
|
jiahanc
|
34553b9d27
|
[Performance] Support FP8 flashinfer TRTLLM MOE on Qwen3 and Qwen-3next (#27492)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
|
2025-11-10 12:34:57 -05:00 |
|
|
vllmellmandLuka Govedič
|
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 |
|
|
Pavani Majety
|
72b1c2ae2c
|
[Bugfix] Use latency MOE backend as default for Flashinfer and other misc fixes (#27439)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
|
2025-11-07 04:18:39 -08:00 |
|
|
bnellnm
|
938772af03
|
[Kernels] Isolate modular kernel code from FusedMoEMethodBase subclasses. (#27123)
|
2025-11-04 21:59:45 +08:00 |
|
|
Paul ZhangandWentao Ye
|
e7acb20076
|
[Feature] Batch invariant torch.compile (#27660)
Signed-off-by: PaulZhang12 <paulzhan@fb.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2025-10-30 13:11:29 -07:00 |
|
|
|
3ae082c373
|
[Chore] Separate out optional dependency checks from vllm.utils (#27207)
Signed-off-by: dongbo910220 <1275604947@qq.com>
Signed-off-by: dongbo910220 <32610838+dongbo910220@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
|
2025-10-22 10:44:21 -04:00 |
|
|
Wentao Ye
|
245e4f2c01
|
[Feature] Batch Invariant: Support DeepGEMM and Blackwell (#27127)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
|
2025-10-18 09:28:05 -04:00 |
|
|
Bram Wasti
|
b2f78cbad4
|
[small][batch invariance] Rename the env and internal flags to simplify usage (#26855)
Signed-off-by: Bram Wasti <bwasti@meta.com>
|
2025-10-16 21:40:25 +00:00 |
|
|
Bram WastiandWentao Ye
|
7d8975de84
|
Deepseek-v3 Batch Invariant on 8xH100 (#26609)
Signed-off-by: Bram Wasti <bwasti@meta.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2025-10-15 22:06:02 -07:00 |
|
|
|
1317034379
|
[ROCm][FEAT] Fuse DeepSeek shared experts into AITER fused_moe ops (#24097)
Signed-off-by: chenjun <junchen2@amd.com>
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Co-authored-by: valarLip <103567126+valarLip@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
|
2025-10-16 10:41:34 +08:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
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 Mellor
|
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 |
|
|
bnellnm
|
47e66c24e2
|
[Model] Apply shared experts overlap optimization to all models with shared experts (#26145)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2025-10-09 11:31:04 -04:00 |
|
|
Harry Mellor
|
d6953beb91
|
Convert formatting to use ruff instead of yapf + isort (#26247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-10-05 07:06:22 -07:00 |
|
|
Simon DanielssonandCyrus Leung
|
432e1cbc23
|
[Bugfix]: Assertion error when using FlashInfer backend (#25933)
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
|
2025-10-05 16:46:36 +08:00 |
|