Commit Graph
1135 Commits
Author SHA1 Message Date
+1 4f1da84eb5 Enable gfx1250 ROCm architecture (#46516)
Signed-off-by: Douglas Lehr <Doug.Lehr@amd.com>
Signed-off-by: jpvillam <juan.villamizar@amd.com>
Signed-off-by: Daniel <danichan@amd.com>
Signed-off-by: Jaden Mathias <jaden.mathias@amd.com>
Signed-off-by: jpvillam <jpvillam@amd.com>
Signed-off-by: Juan Villamizar <100237675+jpvillam-amd@users.noreply.github.com>
Signed-off-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Signed-off-by: Jaden Mathias <Jaden.Mathias@amd.com>
Co-authored-by: Douglas Lehr <Doug.Lehr@amd.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-authored-by: Daniel <danichan@amd.com>
Co-authored-by: Jaden Mathias <jaden.mathias@amd.com>
Co-authored-by: jpvillam <jpvillam@amd.com>
Co-authored-by: root <root@ctheliosr-1b114-f01-2.mnb.dcgpu>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
Co-authored-by: dllehr <douglehr@amd.com>
Co-authored-by: Daniel Chan <Daniel.Chan@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-31 01:41:12 +00:00
Wentao Ye 0bff0ce5d3 [Kimi K3 Bug] Fix deepgemm support for kimi k3 (#50458)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-07-30 20:10:16 -04:00
Shangdi YuandOpenAI Codex 45b60e3914 [Kernel][Helion] Disable unsafe B200 RMS reduction warp specialization (#50345)
Signed-off-by: Shangdi Yu <shangdiy@meta.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-07-30 20:37:52 +00:00
Michael Goin 0eec856cc3 Add Humming indexed-MoE regression test (#50468)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-07-30 16:26:24 -04:00
Andreas Karatzas bdc98bf506 [CI] Initialize fused gated RMSNorm weights (#50377)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-07-30 15:34:08 -04:00
Wentao Ye 837eae6458 [DSv4 Perf] Remove redundant full kernel for dsv4, 1.88x kernel performance improvement (#50298)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-07-30 11:39:07 -04:00
Andreas Karatzas 5b95890742 [FlexAttention] Avoid encoder block-mask compile explosion (#50339)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-07-30 11:24:13 -04:00
e2efe79695 [ROCm]Migrating Deepseek V3.2 to vllm/models/deepseek_v32/ (#47207)
Signed-off-by: sroberts-amd <sroberts@amd.com>
Signed-off-by: Stacy Roberts <sroberts@amd.com>
Co-authored-by: Elvir Crncevic <elvircrn@gmail.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-30 08:37:43 -05:00
Martin HickeyandHarry Mellor 38a267cdd5 [MyPy][1/N] Fix mypy errors in some tests/ directories and enforce follow-imports=silent (#49570)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-07-30 05:02:51 -07:00
Li, JiangandClaude 072a472782 [CPU] Bump up CPU kernels to latest version (#50387)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-07-30 19:18:43 +08:00
+13 aeeb36b1f1 [New model] Kimi K3 (#50000)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
2026-07-30 03:49:58 -07:00
Andreas KaratzasandOpenAI Codex 0c64be8873 [Test][ROCm] Account for gfx950 FP8 RMSNorm rounding (#49839)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-07-30 18:46:37 +08:00
yinfengLiu f1e8fd27ae [ROCm] Add AITER FP8 ViT encoder attention (#49937)
Signed-off-by: Liuyinfeng01 <yinfeliu@amd.com>
2026-07-30 06:22:10 +00:00
Jane (Yuan) Xu a7a204cc6e Add FlashMLA H100 tests to CI, fix them after #32810 (#50322) 2026-07-29 22:06:18 -07:00
stefankoncarevicandAndreas Karatzas b88916617d [ROCm] [CI] Support cached K/V (key/value=None) in Triton prefix-prefill (#48257)
Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-29 23:31:51 -05:00
Wentao Ye 82642d7d6c [Perf] RMSNorm uncontiguous support, 1.2~3.1x kernel performance improvement (#49750)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2026-07-29 13:45:38 -07:00
f51193b9ae [Kernel][Mamba] Fused-kernel support for align-mode DS-conv state migration with num_accepted_tokens > 1 (#49291)
Signed-off-by: Sungsoo Ha <sungsooh@nvidia.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2026-07-29 18:54:52 +08:00
fxmarty-amd 5b14019576 [CI] Fix MXFP8 MOE backend selection tests on gfx942 (#50222)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
2026-07-29 17:17:11 +08:00
Tianmu LiCodexLi, Jiang <jiang1.li@intel.com>
65a1a16594 [CPU] Fix FP8 attention scratchpad sizing (#50194)
Signed-off-by: Li, Tianmu <tianmu.li@intel.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-07-29 15:34:37 +08:00
+12 7c6729b769 [Model] Add Kimi K3 support: model files and kernels [1/N] (#50089)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
2026-07-29 14:10:58 +08:00
6f00a1ae3b fused_moe: add VLLM_TRITON_USE_TD tensor-descriptor path (#42436)
Signed-off-by: Artur Fierka <artur.fierka@intel.com>
Signed-off-by: Lena Onyshchenko <162571002+oonyshch@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Lena Onyshchenko <162571002+oonyshch@users.noreply.github.com>
2026-07-29 13:15:10 +08:00
32a423ac0a Integrate CuTeDSL MoE for ReLU2 NVFP4 (#49580)
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-07-28 19:46:38 -07:00
fxmarty-amd 5369f7b7b8 [MXFP8][ROCm] Fix MXFP8 MoE backend selection (#49747)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
2026-07-29 07:57:20 +08:00
Julien Debache bb3b61f2fd perf: dispatch non-grouped bias-less topk routing methods to fused path (#49618)
Signed-off-by: jdebache <jdebache@nvidia.com>
2026-07-28 14:57:22 -07:00
Shanshan Shen 6c7e679f04 [ROCm][Bugfix] Sanitize AITER paged-MQA logits before sparse top-k for DeepSeek-V4 (#49714)
Signed-off-by: shen-shanshan <467638484@qq.com>
2026-07-28 11:08:50 -07:00
Andreas Karatzas 05a0814863 [ROCm] Fix and optimize GPT-J-style MRoPE (#49906)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-07-28 10:50:10 -06:00
Nick HillandClaude Opus 4.8 94100b5915 [CI] Wire untethered test files into CI jobs (#49340)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-28 14:02:31 +00:00
33fe71a4d3 [AMD] Revert Mxfp4MoeBackend.TRITON_UNFUSED fallback (#46491)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-27 22:31:23 -05:00
fxmarty-amdandAndreas Karatzas 7aea73d83d [ROCm][Quark][6/N] Use MXFP4 linear kernel abstraction for aiter backend (#49348)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-27 21:35:57 -05:00
Netanel Haber 1e34a13539 Fix Humming non-gated MoE (#49096) 2026-07-27 22:56:44 +00:00
28158b2fc3 [ROCm] [BugFix] Fix Quark GLM-5.2 Checkpoint inference: indexer wk per-channel FP8 dequant + missing sparse-MLA metadata fields (#48886)
Signed-off-by: Colin Zeng <Colin.Zeng@amd.com>
Signed-off-by: ColinZ22 <Colin.Zeng@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: fanxingran <xingran.fan@amd.com>
2026-07-27 22:38:22 +00:00
Andreas Karatzas 99115fcdcd [CI] Initialize DeepEP FP8 test weights (#49912)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-07-28 05:29:08 +08:00
Wentao Ye b2f9e4caa4 [DSv4 Perf] Adaptive topk width, 1.0% E2E throughput improvement (#50004)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-07-27 15:56:52 -04:00
Li, JiangandClaude Sonnet 5 eb290ab673 [Bugfix][CPU] Zero-pad MoE intermediate size for grouped-gemm TP alignment (#49591)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-27 16:32:23 +08:00
Andreas Karatzas e09900436c [CI][ROCm] Reduce kernel test runtime (#49915)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-07-27 06:44:21 +00:00
Tianmu LiCodexLi, Jiang <jiang1.li@intel.com>
544cb724c8 [CPU][Spec Decode] Optimize GDN conv path for speculative decoding (#48577)
Signed-off-by: Li, Tianmu <tianmu.li@intel.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-07-27 06:20:14 +00:00
Fadi ArafehandLi, Jiang <jiang1.li@intel.com> c314af1abf [CPU][Perf] INT8 Fused MoE Kernel for Arm CPUs (#48637)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
2026-07-27 05:53:09 +00:00
Andreas Karatzas 49f31d7cee [ROCm] Make vllm_c RMSNorm output contiguous (#49913)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-07-26 23:59:14 -05:00
f0553889c0 [Bugfix] Prevent NaN poisoning in xpu_mla_sparse for fully-masked index chunks (#48366)
Signed-off-by: Nick Iusiumbeli <nickuspro@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-07-27 09:06:07 +08:00
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
Harry MellorandAndreas Karatzas ca0defa343 Make bare hugging_face imports forbidden (#49726)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-25 04:18:39 -07:00
Woosuk Kwon 213f681f81 Revert "[Perf][GLM-5.2] Blackwell decode optimizations" (#49768) 2026-07-24 16:04:59 -07:00
5d8e90a966 [WideEP] Update NCCL to 2.30.7 to enable DeepEPv2 in the vllm/vllm-openai image (#45321)
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Tyler Michael Smith <tyler@vllm.ai>
Signed-off-by: Tyler Michael Smith <tyler@tylermsmith.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Ilya Markov <ilmarkov@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Codex <noreply@openai.com>
2026-07-24 13:00:02 -07:00
Johnny-LiouClaude Opus 4.8mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>tomeras91Cyrus Leung
866fea2b99 [Kernel] ReplaySSM: cache SSM inputs for faster Mamba2 standard decode (#48018)
Signed-off-by: Johnny-Liou <a897111@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: tomeras91 <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-07-24 09:39:49 -07:00
dd72658e7d [Perf][GLM-5.2] Blackwell decode optimizations (#48597)
Signed-off-by: Peiyuan Zhou <peiyuanzhou1994@gmail.com>
Signed-off-by: zhou <zhou@zhoudeMacBook-Pro.local>
Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: zhou <zhou@zhoudeMacBook-Pro.local>
Co-authored-by: stefankoncarevic <Stefan.Koncarevic@amd.com>
2026-07-23 21:36:27 -07:00
Andreas Karatzas 2ac125123a [CI] Use explicit devices in IR tests (#49513)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
2026-07-23 20:08:14 -07:00
Nick HillandClaude Opus 4.8 46f01a50ac [CI][Bugfix] Fix test isolation in block_int8/ptpc_fp8 MoE kernel tests (#49609)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-23 12:26:02 -05:00
Andreas Karatzas 0e36e3bbd1 [CI] Use explicit devices in quantization tests (#49512)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
2026-07-23 10:54:26 -06:00
Nick Hill 910cc8543a [Bugfix] Restore gather_and_maybe_dequant_cache OOB guard (#49427)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-07-22 13:47:37 -07:00
Nick Hill 431934522b [CI] Fix stale/fragile untethered kernels-root tests (#49423)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
2026-07-22 14:43:07 -06:00