Commit Graph
426 Commits
Author SHA1 Message Date
Andreas KaratzasandOpenAI Codex 12972ae40b [Bugfix][ROCm] Reject unsupported EP for monolithic AITER MXFP4 MoE (#57866)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-09-21 15:30:21 -05:00
Andreas KaratzasandOpenAI Codex 9179bcd416 [Bugfix][MoE] Reject hash routing for unsupported monolithic backends (#57867)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-09-21 16:28:35 -04:00
01f1f58f10 [ROCm][CI] Query HIP device memory for test GPU teardown waits. (#57450)
Signed-off-by: Sheral Kumar <shekumar@amd.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-09-20 15:20:39 -05:00
7d99c2c4fd [Feature][Humming] Humming feature integration (#56685)
Signed-off-by: jinzhen.ljz <jinzhen.ljz@antgroup.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2026-09-20 08:11:01 -07:00
Misha GoinandErinYin e5fce7b56b [Core][Kernel] Share persistent workspaces for Marlin and Humming (#57421)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: ErinYin <liang.yin@daocloud.io>
2026-09-20 17:28:33 +08:00
674b6d95d6 [CI][Bugfix] Fix MoE reprocess test mock after #57405's kernel refactor (#57641)
Signed-off-by: kimi-no-na-wa <kimi-no-na-wa@users.noreply.github.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: kimi-no-na-wa <kimi-no-na-wa@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2026-09-19 21:42:21 +00:00
Kevin Liandkevinli 911548247a [Distributed][MoonEP] BF16 integration of MoonEP balanced EP backend (#52101)
Signed-off-by: kevinli <306243285+kaijunli-infr@users.noreply.github.com>
Co-authored-by: kevinli <306243285+kaijunli-infr@users.noreply.github.com>
2026-09-18 10:34:01 -04:00
Yuwen ZhouandLi, Jiang <jiang1.li@intel.com> b346479065 [CPU] Add CPU FP8 W8A8 linear/MoE support (#49942)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-09-18 17:59:42 +08:00
Rohan PotdarandClaude 213c379fca [ROCm][Bugfix] Gate AITER MXFP8 MoE on the aiter enable flag (#57426)
Signed-off-by: Rohan Potdar <rohan.potdar@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-09-18 00:06:05 +00:00
Misha Goin ac78445bc9 [MoE] Encapsulate TRT-LLM BF16 weight layout handling (#57405)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-09-17 17:47:30 -04:00
Elvir CrnčevićOpenAI Codexmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Tyler Michael Smith
ac2f0ea82c [MoE][Bugfix] Skip SP padded rows in grouped MoE routing (#56079)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
2026-09-17 19:36:19 +00:00
MattandClaude Opus 5 fef55fd26d [ROCm][CI] Adapt MoE tests to the triton_kernels 3.8 API (#57385)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-17 11:21:22 -05:00
78fdf4efb8 [Bugfix][MoE] Convert FlashInfer BF16 weights in place (#54699)
Signed-off-by: Yuchen Wang <93700456+yuchenwang3@users.noreply.github.com>
Signed-off-by: Dakai An <dakaian108@gmail.com>
Co-authored-by: Dakai An <dakaian108@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
2026-09-17 22:00:04 +08:00
Rukhaiya2004Akash kaothalkarAntigravityLi, Jiang <jiang1.li@intel.com>
117cf43fb6 [HARDWARE][POWER] Enable W8A8 INT8 MoE on POWER (#55316)
Signed-off-by: Rukhaiya <bibirukhaiya123@gmail.com>
Signed-off-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Antigravity <antigravity@google.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-09-17 21:45:13 +08:00
Shantipriya Parida 0eae9acd4d [Bugfix][ROCm][MoE] Fall back instead of crashing when AITER MoE is requested for a non-gated (is_act_and_mul=False) model (#56590)
Signed-off-by: Shantipriya Parida <shantipriya.parida@amd.com>
2026-09-17 13:39:26 +00:00
Lucas WilkinsonandRobert Shaw fe284ea17d [BugFxi] Fix DeepGEMM FP8 workspace over allocation (#53914)
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-09-17 09:35:34 -04:00
08633cb5cd [Qwen3.8-Flash-Next] Enable FP8 TP with FlashInfer TRTLLM MoE (#55867)
Signed-off-by: Canlin <canlinguosdu@gmail.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-09-17 08:56:28 +00:00
3e267bae70 [ROCm] triton+triton_kernels 3.8 mxfp4 MoE support (gpt-oss + DeepSeek-V4) (#55934)
Signed-off-by: Rohan Potdar <rohan.potdar@amd.com>
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: Matt <156021403+mawong-amd@users.noreply.github.com>
2026-09-16 20:03:34 -05:00
Divakar VermaandAndreas Karatzas 95f4925c3a [ROCm][CI] Enable AITER FP8/unquantized cases in modular-kernel sweep + fix MoRI per-tensor FP8 dispatch (#57074)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-09-16 19:53:06 -05:00
Harry MellorandClaude Opus 5 651a88c09a [CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-16 10:57:24 -07:00
Harry MellorandClaude Opus 5 8c1557a79c Add pydocstyle to the ruff rules (#52136)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-16 16:44:29 +00:00
ppalangaCursorPoovaiah Palangappamergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Hongxia Yang
a4d2d9d95e [ROCm][Kimi-K3] Enable a4w4 flydsl kernels for KimiK3 (#53940)
Signed-off-by: ppalanga <ppalanga@amd.com>
Signed-off-by: Poovaiah Palangappa <poovaiah.palangappa@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Poovaiah Palangappa <poovaiah.palangappa@amd.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
2026-09-16 01:38:02 +00:00
9d14fd3095 [Kernel][MoE] DeepEP v2: async finalize to overlap shared experts with combine (#52781)
Signed-off-by: Mario <404mario@users.noreply.github.com>
Co-authored-by: Mario <404mario@users.noreply.github.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-09-15 00:04:22 -04:00
Misha Goin 8a7f98c8c3 [Kernel][MoE] Optimize batched_moe_align_block_size with cooperative writes (#53280)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-09-11 12:05:22 -07:00
Li, Jiang c3ccc0e957 [Model] Add DeepSeek-V4 CPU backend (#55355)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2026-09-10 14:14:48 +08:00
Divakar VermaandAndreas Karatzas 3fb676bfad [ROCm][CI] Fix moe layer tests for fp8 dtype compatibility (#56106)
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-09-09 17:48:14 +00:00
Matt bc8587f829 [ROCm][Perf][Bugfix] Multi-stream perf improvements; rocprofiler fixes (#55099)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
2026-09-08 17:42:34 -07:00
Roderick Wuandmgoin 2c9d68f80b [Quant][Kernel] Remove GPTQ Group/Dynamic Activation Ordering (#54809)
Signed-off-by: Roderick-Wu <roderickwu2003@gmail.com>
Signed-off-by: Roderick Wu <roderickwu2003@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2026-09-08 12:45:12 -07:00
Kevin H. LuuandCodex 96eccb8f49 [CI] Restore clean GPU state before OAI Triton MoE tests (#55453)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
2026-09-08 01:15:21 -07:00
Gabriel Wumergify[bot] <37929162+mergify[bot]@users.noreply.github.com>Jee Jee LiYongye Zhu
5893426b88 [Bugfix] DSv4 MXFP4 selector: stop narrowing explicit aliases to their BF16 variant (#53586)
Signed-off-by: Zihua Wu <zihuaw@nvidia.com>
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
2026-09-07 07:19:13 +00:00
f19431e5c8 [Bugfix][MoE] Allow TRTLLM FP8 block-scale MoE with SwiGLU clamp (#55069)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen524@gmail.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Codex <noreply@openai.com>
2026-09-04 08:34:21 -07:00
stefankoncarevic 9b38e3ad53 [CI][MoE] Moe kernels test cleanup (#54954)
Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.com>
2026-09-02 13:31:36 -05:00
Isotr0py 1356635d83 [New model][Multimodal] Add DeepSeek-V4-Flash-Vision-Exp support (#54566)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
2026-09-02 11:09:09 -07:00
46c8a161f4 [Bugfix] Handle padded routes in CUTLASS MoE permutations (#54747)
Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
2026-09-01 19:08:17 -07:00
Andreas Karatzas e01d4acbb1 [ROCm][CI] Handle tied experts in softplus sqrt top-k test (#52679)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-09-01 18:04:14 -05:00
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
Bojiang Li a232e29e9d [Bugfix] Gate sm_100-only kernel tests on the capability family, not >= (#54306)
Signed-off-by: bojiang3 <bli314159@gmail.com>
2026-09-01 11:29:15 -04:00
Ganesh RCursormergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
8f03625b3d [CPU][Zen] Route Int8 MoE inference through zentorch on AMD (#44834)
Signed-off-by: R <Ganesh.R@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-01 09:31:31 +00:00
Andreas Karatzas 40b2f62061 [ROCm][CI] Stabilize the sqrt-softplus top-k tie oracle (#54403)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
2026-09-01 05:34:40 +00:00
afriedriandAndreas Karatzas dc9114b201 [ROCm][MoE] Split AITER CK and Triton MXFP4 W4A16 into separate backends (#50622)
Signed-off-by: afriedri <afriedri@amd.com>
Signed-off-by: Andy Friedrich <afriedri@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-08-31 23:14:14 -05:00
+5 e126687a9a [Model] Support Qwen3.8-Flash-Next (#53896)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: andyluo7 <andy.luo@amd.com>
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: Harry Huang <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: KungYork <firelikest@163.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: andyluo7 <43718156+andyluo7@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-31 05:57:56 +00:00
Shenglei FuandClaude Fable 5 129087ddab [Perf] Reuse topk SparseMatrix routing metadata in GPT-OSS MoE forward (#45457)
Signed-off-by: Shenglei Fu <sfu@confluent.io>
Signed-off-by: Shenglei Fu <117230642+ShengleiFu@users.noreply.github.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-08-29 12:14:39 -04:00
Elvir CrnčevićClaude Opus 4.8Tyler Michael Smithmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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
Andreas Karatzas a0af854f5d [ROCm][CI] Stabilize MI355 FlyDSL MoE accuracy test (#53024)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-08-21 13:17:18 -07:00
Andreas Karatzas 88eb946cb1 [ROCm][CI] Stabilize MI355 FusedMoE test group (#53025)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-08-21 13:15:25 -07:00
vllm-agentandvllm-ci-failure-analyzer ba53da60bb Revert "[Bugfix][MoE] Tune FlashInfer experts to scheduler token limit" (#52989) (#53186)
Co-authored-by: vllm-ci-failure-analyzer <kevin@inferact.ai>
2026-08-21 12:39:28 -06:00
Luke Alonsoandmgoin 2740c817ff [Kernel] Add b12x FP4 MoE backend (#52018)
Signed-off-by: Luke Alonso <lalonso@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2026-08-21 08:04:36 -07:00
Wei ZhaoandOpenAI Codex f8e0602713 Support kimi k3 nvfp4 checkpoint (#53132)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-21 05:59:44 +00:00
Misha GoinandOpenAI Codex bfb6c13499 [Bugfix][MoE] Tune FlashInfer experts to scheduler token limit (#52989)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-20 16:26:24 -04:00
pmanczak 44cf3f0466 [XPU][Tests] Make tests device-agnostic (#51968)
Signed-off-by: pmanczak <pawel.manczak@intel.com>
2026-08-20 02:25:41 -07:00