 sychen52andGitHub
|
fb21d8b4f9
|
Add NVFP4 MOE support for Deepseek V4. (#42209)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
|
2026-05-22 07:21:51 -07:00 |
|
|
|
363fc84407
|
Integrate flashinfer b12x MoE and FP4 GEMM kernels for SM120/121 (#40082)
Signed-off-by: Meenakshi Venkataraman <meenakshiv@nvidia.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
|
2026-05-20 17:21:11 +00:00 |
|
|
|
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 |
|
|
Yuwen ZhouandGitHub
|
88a860d754
|
[CPU] Add MXFP4 W4A16 MoE support (#41922)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
Signed-off-by: Yuwen Zhou <yuwen.zhou@intel.com>
|
2026-05-18 03:04:45 -07:00 |
|
|
|
0867497368
|
[CI/Build] Bump flashinfer to v0.6.11.post2 (#41711)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
|
2026-05-16 14:55:12 -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 |
|
|
|
f8848b2f2d
|
[Bugfix] Add swiglu limits to deepgemm fp8 methods (#41986)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-05-14 15:43:13 -07:00 |
|
|
bnellnmandGitHub
|
18f6bf5a21
|
[MoE Refactor] Add sequence parallel tests to test_moe_layer.py (#41299)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-05-12 21:52:19 -04:00 |
|
|
|
d9b4990783
|
[MoE Refactor] EPLB refactoring for FusedMoE (#41055)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-05-12 14:16:31 -04:00 |
|
|
|
4d591db470
|
[MoE Refactor] Introduce RoutedExperts alias for FusedMoE and don't store SharedExperts in MK (#40735)
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 13:37:44 -04:00 |
|
|
bnellnmandGitHub
|
6427603ae8
|
[MoE Refactor] Move remaining experts classes to experts directory (#42334)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-05-12 09:19:46 -04:00 |
|
|
|
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
|
8bcd8a260c
|
[Bugfix] Fix FlashInfer CUTLASS MXFP4-MXFP8 MoE by restoring swizzled scale (#42089)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-05-08 15:59:06 -07:00 |
|
|
Li, JiangandGitHub
|
b3945cc316
|
[CPU] Bump up to the latest CPU kernels (#41924)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
|
2026-05-07 05:45:59 -07:00 |
|
|
Yuwen ZhouandGitHub
|
713b28bd0b
|
[CPU] Add FP8 W8A16 MoE support (#41314)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
|
2026-05-06 23:17:07 -07:00 |
|
|
|
628c436301
|
[New Model][ROCm] Add AMD support for DeepSeek V4 (#40871)
Signed-off-by: ganyi <ygan@amd.com>
Signed-off-by: whx-sjtu <xiaowang990929@gmail.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: tjtanaavllm <tunjian.tan@amd.com>
Co-authored-by: ganyi <ygan@amd.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaavllm <tunjian.tan@amd.com>
|
2026-05-05 08:55:37 -07:00 |
|
|
Bowen BaoandGitHub
|
1e9500410a
|
[ROCm][Quantization][2/N] Refactor quark_moe w4a8 w/ oracle (#39136)
Signed-off-by: Bowen Bao <bowenbao@amd.com>
|
2026-05-04 19:50:38 -07:00 |
|
|
|
6b6ac6c3c7
|
[Kernel][MoE] Support GELU on TRT-LLM NvFP4 fused MoE for Gemma4 (#41050)
Signed-off-by: Juhi Mittal <juhim@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-05-01 03:37:43 +00:00 |
|
|
rasmithandGitHub
|
856b15c62c
|
[CI][AMD][BugFix] Patch has_flashinfer decorator for test_select_rocm_aiter_backend (#41072)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
|
2026-04-29 02:12:17 +00:00 |
|
|
+8
|
4d51588e23
|
[Feat] DeepSeek V4 Rebased (#40860)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: qizixi <zixi@inferact.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Zhewen Li <jerven.vllm@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: qizixi <zixi@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
|
2026-04-26 18:31:08 -07:00 |
|
|
rasmithandGitHub
|
1e9f19ca3f
|
[CI][AMD]BugFix] Fix deadlock occuring in test_moe_layer (#40767)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
|
2026-04-25 09:34:14 -04:00 |
|
|
Artem PerevedentsevandGitHub
|
333529deae
|
[EPLB] Fix replica selection bias in fused_moe router (#40810)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
|
2026-04-24 22:06:41 +00:00 |
|
|
|
079a4cf399
|
[MoE] Move cutlass moe to fused_moe/experts/ (#40574)
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-04-24 06:05:49 +00:00 |
|
|
|
447c372ac5
|
[MoE] Move remaining PrepareAndFinalize to prepare finalize folder (#39009)
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
|
2026-04-23 20:00:53 -04:00 |
|
|
|
a250f1bd5f
|
[Bugfix] LoRA for DeepSeek V3.2 (#35077)
Signed-off-by: Hollow Man <hollowman@opensuse.org>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
|
2026-04-22 19:33:50 +08:00 |
|
|
rasmithandGitHub
|
2463f00fb6
|
[AMD][CI][BugFix] Override normalize_e4m3fn_to_e4m3fnuz for fnuz machines in test_moe_layer_no_parallel (#40550)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
|
2026-04-22 02:21:02 +00:00 |
|
|
Jhao-Ting ChenandGitHub
|
46794958f0
|
test: add nan/inf clamp regression test for fused_topk_bias (#40553)
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
|
2026-04-22 00:46:53 +00:00 |
|
|
|
9db4650e5e
|
[MoE Refactor] Add more MoE layer tests (#39349)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-04-21 18:12:36 -04:00 |
|
|
bnellnmandGitHub
|
5e584ce9ec
|
[MoE Refactor] Remove SharedFusedMoE class (#35782)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-04-21 18:12:12 -04:00 |
|
|
Jhao-Ting ChenandGitHub
|
28c222157b
|
fix: clamp NaN/Inf in topk_softmax to prevent duplicate expert IDs (#39391)
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
|
2026-04-21 15:04:41 +04:00 |
|
|
baiandGitHub
|
191e3fdaa1
|
Update flashinfer to 0.6.8 (#39959)
Signed-off-by: bai <v@gor.io>
|
2026-04-20 10:37:23 -07:00 |
|
|
|
726efe177b
|
[MoE Refactor] Move the shared/fused expert output sum into MoERunnerBase (#35949)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-04-20 12:28:46 -04:00 |
|
|
daniserebandGitHub
|
d1135a5087
|
Fix MoE backend selection for LoRA (unquantized MoE) (#40273)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
|
2026-04-19 17:18:40 +00:00 |
|
|
TJianandGitHub
|
45232a454e
|
[FEAT] [Perf] [Gemma4] Fused Gemma4 Routing Function Triton (#39083)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
|
2026-04-19 09:57:39 +00:00 |
|
|
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 |
|
|
Michael GoinandGitHub
|
a8bffaa133
|
[Kernel] Add MXFP4 W4A4 CUTLASS MoE kernel for SM100 (#37463)
Signed-off-by: mgoin <mgoin64@gmail.com>
|
2026-04-17 16:42:32 -07:00 |
|
|
bnellnmandGitHub
|
79e799ebbd
|
[Bugfix] Temporarily disable B200 fp4 MoE layer tests (#40057)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-04-16 19:26:55 -04:00 |
|
|
bnellnmandGitHub
|
19ec9a0a62
|
[MoE Refactor] Refactor ZeroExpertFusedMoE into new framework (#35549)
Signed-off-by: Bill Nell <bnell@redhat.com>
|
2026-04-14 16:11:20 -04:00 |
|
|
|
1a9353bb02
|
[MoE] Move GPT OSS Triton kernel experts into fused_moe/experts/ (#39007)
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
|
2026-04-14 19:27:39 +00:00 |
|
|
|
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 |
|
|
fxmarty-amdandGitHub
|
4eee77b877
|
[fix][MOE] Fix MOE experts intermediate_size dimension not being narrowed before weight loading (#39688)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
|
2026-04-14 09:35:28 +00:00 |
|
|
Yongye ZhuandGitHub
|
620e8924d9
|
[Bugfix] [Tests] Enforce out tensor device in kernel/moe/test_cutedsl_moe.py (#39644)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
|
2026-04-12 17:08:08 -07:00 |
|
|
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 |
|
|
|
eb4205fee5
|
[UX] Integrate DeepGEMM into vLLM wheel via CMake (#37980)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-04-08 18:56:32 -07:00 |
|
|
|
8332078cfd
|
[Bugfix] FlashInfer MXINT4 MoE crashes, missing do_finalize (#39315)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
2026-04-08 20:36:33 -04:00 |
|
|
|
a776a48b1c
|
[MoE] Move DEEP_GEMM into experts/ subdirectory (#39005)
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2026-04-08 19:23:08 +00:00 |
|
|
Andreas KaratzasandGitHub
|
2df2c85be4
|
[Kernels][MoE] Fix legacy_routing to use bitmatrix-based routing path (#38504)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
|
2026-04-07 10:57:09 +08:00 |
|
|
|
e8ebbdde83
|
[Quantization] Add FlashInfer CuteDSL batched experts backend for NVFP4 MoE (#38251)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
|
2026-04-06 11:57:53 -07:00 |
|