Commit Graph
294 Commits
Author SHA1 Message Date
MattandGitHub 50241602fd [Hardware][AMD][CI] Fix gfx942 Kernels MoE test group (#46298)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
2026-06-21 16:45:37 -05:00
b4c80ec0fd [Refactor] Remove dead cutlass mxfp8 code (#44681)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
2026-06-17 21:18:25 -07:00
Wentao YeandGitHub 9c7c74bf10 [Log] Update deepgemm log (#45857)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-06-17 15:34:22 +00:00
Xin HeGitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Kunshang Ji
5ed15f42b9 Fix the E8M0 scale computation in the MXFP4 (W4A4) MOE CUTLASS kernel (#43557)
Signed-off-by: Xin He <xin3.he@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-06-15 06:04:54 -07:00
Amanzhol SalykovandGitHub 725c3bc808 [ROCm][Perf] Enable W4A16 FlyDSL MoE (#44400)
Signed-off-by: amd-asalykov <asalykov@amd.com>
Signed-off-by: Amanzhol Salykov <asalykov@amd.com>
2026-06-14 00:14:39 -07:00
Yuwen ZhouandGitHub 0cd9b7af25 [CPU] Support CPU W4A16 INT4 MoE (#43409)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
2026-06-12 07:12:37 +00:00
Divakar VermaandGitHub 1ce3cdc5c1 [ROCm][CI] fix fp8 support for test_deepep_moe (#45302)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
2026-06-12 00:16:14 -05:00
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
x41lakazamandGitHub 3508cb78d4 [Bugfix] Fix broken profile_modular_kernel.py (#43300) 2026-06-11 12:17:23 +01:00
Ilya MarkovandGitHub 6471ec75bd [EPLB] Reject NCCL-based EPLB communicators with async EPLB (#44978)
Signed-off-by: Markov Ilya <markovilya197@gmail.com>
2026-06-10 19:51:27 +00:00
e2f993dc41 [WideEP] Integrate DeepEP v2 (#41183)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-06-08 18:07:29 -07:00
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
38fd2405f3 use split_group for pytorch process group creation (#41980)
Signed-off-by: Tushar Jain <tushar00jain@users.noreply.github.com>
Co-authored-by: Tushar Jain <tushar00jain@users.noreply.github.com>
2026-06-04 14:36:07 -04:00
bnellnmandGitHub 439203d32c [Bugfix] Fix test_cutlass_moe.py (#44380)
Signed-off-by: Bill Nell <bnell@redhat.com>
2026-06-04 14:18:52 -04:00
4f423bd5bc [EPLB] Nixl communicator optimization. Zero-copy transfers (#41633)
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Markov Ilya <markovilya19@gmail.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Markov Ilya <markovilya19@gmail.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
2026-06-04 03:40:34 +00:00
3099de3617 [Kernel][MoE] Add GELU_TANH to CPU, CUTLASS, and WNA16 MoE backends (#42027)
Signed-off-by: lesj0610 <lesj0610@users.noreply.github.com>
Co-authored-by: lesj0610 <lesj0610@users.noreply.github.com>
2026-06-02 17:12:08 -04:00
bnellnmandGitHub 7b98f498cd [MoE Refactor] Remove supports_expert_map (#43108)
Signed-off-by: Bill Nell <bnell@redhat.com>
2026-05-29 17:26:56 -04:00
Wentao YeandGitHub 64e1218673 [Perf] Optimize moe permute by pre-allocate buffer, 9~14% kernel performance improvement (#43014)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-05-28 06:18:26 -07:00
Thien TranandGitHub e54eff769d [Bugfix] Pass routed_scaling_factor to FlashInfer TRTLLM BF16 MoE (#43769) 2026-05-27 21:29:14 -07:00
Yongye ZhuandGitHub 2d2c660104 [MoE] Remove inplace fused experts mechanism (#43727)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
2026-05-27 20:00:19 -07:00
jatseng-aiandGitHub 05c50c721e [ROCm] mori: add InterNodeV1LL inter-node kernel selection via VLLM_MORI_INTERNODE_KERNEL (#41751)
Signed-off-by: jatseng-ai <jatseng@amd.com>
2026-05-28 00:33:32 +08:00
f51bbc694d [MoE Refactor] W4a8 int8 oracle (#42789)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-05-26 11:15:42 -04:00
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
Siddharth BedekarGitHubRobert ShawOpenAI Codexgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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
Juhi MittalGitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟GitHubmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Jee Jee Li
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