Commit Graph
1981 Commits
Author SHA1 Message Date
Kunshang Ji e10604480b [XPU][1/N] Deprecate ipex and switch to vllm-xpu-kernels for xpu platform (#33379)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
2026-02-02 22:46:10 -08:00
Vasiliy Kuznetsov 0130223bd9 fix memory for online fp8 quantization with streaming weight load (#31914)
Signed-off-by: vasiliy <vasiliy@fb.com>
2026-02-02 14:17:42 -05:00
danielafrimi 0aca8b8c62 [MoE] Enable Shared/Routed Overlap For Latent MoE (Nemotron-H) (#32790)
Signed-off-by: dafrimi <dafrimi@nvidia.com>
2026-02-02 09:18:50 -05:00
c3b40dc3e7 [Models] Step-3.5-Flash (#33523)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: i-zhangmingming <i-zhangmingming@stepfun.com>
Co-authored-by: xiewuxun <xiewuxun@stepfun.com>
Co-authored-by: zetaohong <i-hongzetao@stepfun.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2026-02-02 10:21:18 +08:00
will b.andEduardo Salinas 46b4a02794 Fix DeepSeek V2 RoPE initialization error (#33501)
Signed-off-by: Eduardo Salinas <edus@microsoft.com>
Signed-off-by: catswe <212922539+catswe@users.noreply.github.com>
Co-authored-by: Eduardo Salinas <edus@microsoft.com>
2026-02-01 21:00:56 +00:00
shaharmor98 8869cd8ec1 Add MoE config for Super B200 TP2 (#33510) 2026-02-01 18:48:37 +00:00
MaralandCyrus Leung b5f8c3092d [W8A8 Block Linear Refactor][1/N] Keep all quantization types into QuantFP8 class. (#33047)
Signed-off-by: maral <maralbahari.98@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-02-01 09:28:01 +00:00
René Honigandmgoin 079781177a fix: Add SM120 (RTX Blackwell) support for FlashInfer CUTLASS NVFP4 MoE kernels (#33417)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2026-01-31 14:06:42 -08:00
Roy Wang 63c0889416 [Misc] Fix flashinfer related tests (#33462)
Signed-off-by: esmeetu <jasonailu87@gmail.com>
2026-01-31 16:10:24 -05:00
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟 13b842f271 [BugFix][Router Replay] Capture Logical Experts with EPLB (#33013)
Signed-off-by: Hollow Man <hollowman@opensuse.org>
2026-01-31 10:12:17 -05:00
f68e3ea4e1 [BugFix] Add synchronize in CutlassW4A8LinearKernel to ensure data is ready for use. (#33078)
Co-authored-by: jinwuguo <jinwuguo@tencent.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2026-01-31 08:14:54 +00:00
Fadi Arafeh 1618e25492 [CPU][Feat] Enable KleidiAI accelerated int4 dynamic quant with BF16 activations on Arm CPUs (#33122)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
2026-01-31 07:16:22 +00:00
f0bca83ee4 Add support for Mistral Large 3 inference with Flashinfer MoE (#33174)
Signed-off-by: Dimitrios Bariamis <12195802+dbari@users.noreply.github.com>
Co-authored-by: Dimitrios Bariamis <12195802+dbari@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-01-30 22:48:27 -08:00
Matthias GehreandCursor 73419abfae [Bugfix] Handle Asym W4A16 (ConchLinearKernel) for CT (#33200)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-01-31 06:21:51 +00:00
Matthew Bonanni aaa901ad55 [Attention] Move MLA forward from backend to layer (#33284)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2026-01-30 19:30:00 -08:00
Gregory Shtrasberg 31aedfe7d6 [Bugfix][ROCm] Fixing the skinny gemm dispatch logic from #32831 (#33366)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
2026-01-30 19:05:23 -06:00
Michael Goin 67ebaff528 Refactor NVFP4 Linear utils for ModelOpt and CT (#33201)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-01-30 16:37:42 -08:00
Pavani Majety c3a9752b0c [Hardware][SM100] Add TRTLLM Kernel for INT4 W4A16 Kernel. (#32437)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
2026-01-30 10:30:46 -08:00
xuebwang-amd f451b4558b [Quantization][ROCm] Fix MoE weight loading to be robust (Qwen3_MoE/Qwen3_next as example models) (#33173)
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
2026-01-30 17:50:23 +00:00
Michael Goin fd0e377244 Support FP8 block quant for CompressedTensorsW8A16Fp8 (#33280)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-01-30 11:15:20 -05:00
Frank WangandWentao Ye 8f5d51203b Disable Cascade Attention for Batch Invariance (#32561)
Signed-off-by: frankwang28 <frank.wbb@hotmail.com>
Signed-off-by: Frank Wang <41319051+frankwang28@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2026-01-30 10:00:46 -05:00
杨朱 · KikiandClaude Opus 4.5 1a7894dbdf [Misc] Replace Optional[X] with X | None syntax (#33332)
Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-30 01:56:59 -08:00
hujiaxin0andEmilie1001 ba45bedfd1 [model] Add support for openPangu7B-VL (#32449)
Signed-off-by: hujiaxin <524446785@qq.com>
Signed-off-by: Emilie1001 <79921183+Emilie1001@users.noreply.github.com>
Co-authored-by: Emilie1001 <79921183+Emilie1001@users.noreply.github.com>
2026-01-30 15:54:27 +08:00
Michael Goin bfb9bdaf3f [Bugfix] Enable Triton MoE for FP8 per-tensor dynamic (#33300)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-01-29 12:15:17 -08:00
danisereb 8e2a469b3b Add Triton fused MoE config for B200 (Nemotron Nano) (#32804) 2026-01-29 19:21:33 +00:00
CarstyYou 23591e631e [Bugfix][Kernel] Fix negative memory offset in GDN Triton kernel (#33326)
Signed-off-by: CarstyYou <186021327+CarstyYou@users.noreply.github.com>
2026-01-29 10:40:11 -08:00
Linda 0493d897c4 [NVIDIA] [feat] Integrate flashinfer Trtllmgen bf16 moe (#32954)
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
2026-01-29 10:00:13 -08:00
zofia a5aa4d5c0f [Quantization][Refactor] use platform dict to choose kernel (#33130)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Signed-off-by: zofia <110436990+zufangzhu@users.noreply.github.com>
2026-01-29 10:44:58 +00:00
whx 08b1195e62 [PluggableLayer][2/N] Apply PluggableLayer to linear layers (#33152)
Signed-off-by: whx-sjtu <2952154980@qq.com>
2026-01-29 16:53:15 +08:00
Didier Durandandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 31b25f6516 [Doc]: fixing multiple typos in diverse files (#33256)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Signed-off-by: Didier Durand <2927957+didier-durand@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2026-01-29 16:52:03 +08:00
Angela Yi 07ea184f00 [ez] Delete more torch version checks <= 2.8 (#33288)
Signed-off-by: angelayi <yiangela7@gmail.com>
2026-01-29 05:28:46 +00:00
Michael Goin 141cd43967 [UX] Remove noisy CT UnquantizedLinearMethod warn (#33273)
Signed-off-by: mgoin <mgoin64@gmail.com>
2026-01-28 16:09:30 -08:00
Angela Yi 4197168ea5 [ez] Remove checks for torch version <= 2.8 (#33209)
Signed-off-by: angelayi <yiangela7@gmail.com>
2026-01-28 16:03:56 -05:00
Rohan Potdar 59bcc5b6f2 Use aiter triton fused_add_rmsnorm_pad for gpt-oss (#30976)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
2026-01-28 20:47:47 +00:00
af9b69f977 [Quantization][Deprecation] Remove Marlin 24 (#32688)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-01-28 15:54:59 +00:00
Robert ShawandRobert Shaw 247d1a32ea [Quantization][Deprecation] Remove BitBlas (#32683)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
2026-01-28 11:06:22 +00:00
Harry Mellor f1acbd68c5 [CI] Enable mypy import following for vllm/compilation (#33199)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-01-28 08:59:54 +00:00
Harry Mellor 2eb673a088 Add flake8-implicit-str-concat rules to Ruff (#33191)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-01-28 04:56:10 +00:00
Richard Zou d9aa39a3bb [torch.compile] Speed up MOE handling in forward_context (#33184)
Signed-off-by: Richard Zou <zou3519@gmail.com>
2026-01-27 15:17:54 -08:00
Matthew Bonanni 1cbccb6dba [Attention] Use has_flashinfer helper (#33177)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2026-01-27 18:33:17 +00:00
IriKa 66e601ef79 Support compress-tensors with nvfp4 or fp8 weights and modelopt with nvfp4 weights on Turing (#33076)
Signed-off-by: IriKa Qiu <qiujie.jq@gmail.com>
2026-01-27 11:04:05 -05:00
Matthew Bonanni a608b4c6c2 [5/N][Attention] Finish eliminating vllm/attention folder (#32064)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2026-01-27 10:02:51 -05:00
Lifan Shen da8d0c441a [AMD][QWEN3-NEXT] FP8 Tunings (#32042)
Signed-off-by: Lifan Shen <lifans@meta.com>
2026-01-27 09:34:13 +00:00
5a93b9162b [MoE Refactor] Integrate Naive Prepare Finalize into MK (#32567)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: amirkl94 <203507526+amirkl94@users.noreply.github.com>
2026-01-27 01:28:02 +00:00
510ed1e8d3 [Bugfix][TPU] Return a Default fp8 MoE Backend (#32908)
Signed-off-by: Xiongfei Wei <isaacwxf23@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>
2026-01-26 18:46:11 -05:00
Pengchao Wang 8caffd92df [Bugfix][MXFP4] Call trtllm_fp4_block_scale_moe with kwargs (#33104)
Signed-off-by: Pengchao Wang <wpc@fb.com>
2026-01-26 15:13:18 -08:00
Wentao Ye 8f987883cb [Refactor] Remove unused _moe_permute function (#33108)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-01-26 16:06:45 -05:00
Robert ShawandRobert Shaw 43a013c3a2 [Bugfix] Fix Dtypes for Pynccl Wrapper (#33030)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
2026-01-26 20:09:32 +00:00
danielafrimiandroot 67fe677c53 [FIX] Always support TP > 4 for FP4 Gemm (#31099)
Signed-off-by: dafrimi <dafrimi@nvidia.com>
Co-authored-by: root <root@gpu-51.slurm-workers-slurm.slurm.svc.cluster.local>
2026-01-26 11:04:20 -07:00
daniserebandRobert Shaw f4a0921c9c [Performance] Tune Mamba selective scan kernel for B200 (#32873)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-01-26 05:56:54 -08:00