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34 Commits
Author SHA1 Message Date
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
Lain 882ca8d696 [Kernel] add Flashinfer cutedsl w4a16 linear (#53014) 
Signed-off-by: Siyuan Fu <siyuanf@nvidia.com>
 2026-09-01 02:49:14 +00:00
Jiahan Chang (Cyrus)OpenAI CodexJee Jee Li
 		7c877062ac [kernel] Integrate FlashInfer BF16 CuTeDSL Low Latency GEMM (#50572) 
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-08-27 22:29:12 +00:00
Md Saidul Hoque AnikClaude Fable 5Anerudhan Gopal
 		8fe9317f2e [Model][MoE] DeepSeek-V4: add opt-in FlashInfer moe_ep expert backend (#49636) 
Signed-off-by: Md Saidul Hoque Anik <mhoqueanik@nvidia.com>
Signed-off-by: Anerudhan Gopal <agopal@nvidia.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Anerudhan Gopal <agopal@nvidia.com>
 2026-08-25 03:35:01 +00:00
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
Luke Alonso 3c79b1a8bf [Kernel] Add B12X dense linear backends (#52016) 
Signed-off-by: Luke Alonso <lalonso@gmail.com>
 2026-08-13 19:48:33 -07:00
Roberto L. CastroLucas Wilkinsonmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		6c95a641e9 [2/N][Feat][Perf] Add new warmup infrastructure for JITs. Add predicate filtering for JIT warmup, and migrate Inkling FA4 (#49315) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-08-11 07:46:07 -04:00
Lena OnyshchenkoandKunshang Ji 0111002323 [Kernel] TD operand loads for batched MoE GEMM (moe_mmk) on XPU (#46340) 
Signed-off-by: oonyshch <xonyshch@gmail.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-07-26 08:50:07 +08:00
Roberto L. Castroandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 7ca017778f [Feat][Perf] Add new warmup infrastructure for JITs (#47451) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-07-20 13:21:55 -07:00
Thien Tran 85e296950c BF16x3 router GEMM (#47973) 
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
 2026-07-16 17:04:20 +08:00
Jinzhen Linandmgoin d891b9bd51 [Quantization] add humming moe backend to all dense/moe oracles (#41652) 
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2026-07-06 13:36:07 -07:00
Chaojun ZhangandCopilot 1a308c449c [XPU] Add W8A8 FP8 linear kernel with multi-granularity quant support (#43645) 
Signed-off-by: Chaojun,Zhang <chaojun.zhang@intel.com>
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
 2026-07-04 18:10:01 +08:00
Roberto L. CastroandLucas Wilkinson 248d1fbb71 [Feat][1/N] CuTeDSL warmup infrastructure, FA4 MLA (#46182) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2026-06-30 12:17:34 -07:00
Cheng Jiangchengvjiangyoukaichao
 		ddd3855a28 [MoE Backend] add HPC-Ops MoE backend (#45924) 
Signed-off-by: chengvjiang <chengvjiang@tencent.com>
Co-authored-by: chengvjiang <chengvjiang@tencent.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2026-06-27 11:18:07 +08:00
Yongye Zhu 11b56b2ff2 [Kernel] Add FlashInferCutedslMxfp8LinearKernel (cute-dsl mm_mxfp8) (#46393) 
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
 2026-06-23 12:45:49 -07:00
Mohammad Miadh Angkad d1a38c2762 [Kernel][Performance] Add FlashInfer cutedsl NVFP4 GEMM backend (#42235) 
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
 2026-06-22 16:17:18 -04:00
Amanzhol Salykov 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
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
meena-at-workandClaude Sonnet 4.6 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
Michael Goin b2a27b82d9 [Kernel][UX] Add --linear-backend arg for linear kernel selection (#39538) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-05-15 17:07:39 -07:00
BadrBasowid fb5bd03f51 [Perf] Set IR Op Priority Once at Worker Init (#42631) 
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
 2026-05-15 15:56:13 +00:00
zhrrr 7a08b34fbf [Model Runner V2] support qwen35 / mamba hybrid model (#35520) 
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
 2026-05-07 09:31:05 -07:00
Hexiang Wangganyitjtanaatjtanaavllm
 		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
Jinzhen Lin 08834cc3ce [Quantization] add humming mxfp4 moe backend (#41083) 
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
 2026-05-02 18:36:03 -07:00
Luka Govedič d58c42e19c [vLLM IR] 2/N fused_add_rms_norm and maybe_inplace overload (#36823) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-05-01 23:41:15 -04:00
+7
Yifan QiaoYongye ZhuYongye ZhuSimon MoBugen ZhaoGiancarlo DelfinJee Jee LiNick HillRoger WangRoy WangWoosuk KwonyoukaichaoZhewen LiZijing LiukhluuqizixiZhewen Li
 		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
fxmarty-amdandKyle Sayers d622e27d2b [NVFP4] NVFP4 MOE emulation fallback for H100/MI300/MI350, standardize TritonExperts usage for OCP MX emulation (#35737) 
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Kyle Sayers <kylesayrs@gmail.com>
 2026-04-22 08:58:54 -07:00
Xiaoshuang Wang f8c3af2d85 [vLLM IR] add import_ir_kernels() to support OOT platforms (#38807) 
Signed-off-by: Icey <1790571317@qq.com>
 2026-04-03 17:25:19 +00:00
Luka GovedičXinyu ChenChaojun ZhangLuka Govedič
 		40bb175027 [vLLM IR] 1/N Implement IR skeleton and rms_norm op (#33825) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
Signed-off-by: chzhang <chaojun.zhang@intel.com>
Signed-off-by: Luka Govedic <luka.govedic@gmail.com>
Co-authored-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Luka Govedič <ProExpertProg@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
 2026-03-31 22:15:05 -04:00
Harry Mellorandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 21d2b53f88 Remove need for explicit \n in docstring lists for --help formatting (#38350) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-27 08:38:00 -07:00
Harry Mellor d215d1efca [Mypy] Better fixes for the mypy issues in vllm/config (#37902) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-25 06:14:43 -07:00
Wentao Ye 45bd5c8e75 [Mypy] Fix mypy for vllm/config (#37808) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-23 14:33:59 +00:00
Michael GoinandRobert Shaw de527e1cec [UX] Add --moe-backend arg for explicit kernel selection (#33807) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-02-25 17:44:44 -08:00
Mohammad Miadh AngkadandLuka Govedič dd6a6e1190 [Kernel] Add KernelConfig flag to enable/disable FlashInfer autotune (#34006) 
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-02-07 05:24:44 -08:00