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729 Commits

Author SHA1 Message Date
Yanan Cao
9d7577b2bd [Kernel] [Helion] [9/N] Canonicalize GPU variant names to base model names (#34928) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-20 19:55:51 -08:00
Yanan Cao
a6d0299c75 [Kernel] [Helion] [6/N] Add num_tokens dimension to silu_mul autotuning and dispatching (#34185) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2026-02-20 08:36:51 -08:00
Xin Yang
b1c4f0b265 [Kernel] Optimize grouped topk kernel (#34206) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2026-02-20 01:34:45 -08:00
rasmith
2b84ac669c [CI][AMD][BugFix] Use torch.testing.assert_close instead of assert torch.allclose in test_rocm_skinny_gemms.py (#34181) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2026-02-18 23:10:19 +00:00
Wenlong Wang
847a57cd12 [Bugfix][MoE Kernel] Fix incorrect routing selection for models without expert groups (e.g., MiniMax-M2.1) (#34673) 
Signed-off-by: wwl2755 <wangwenlong2755@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>
 2026-02-18 13:03:24 -08:00
rasmith
fcd6ac97ed [CI][AMD][BugFix] Skip tests in test_unquantized_backend_selection that should not run on ROCm (#34655) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2026-02-18 15:00:40 -05:00
Burkhard Ringlein
e24663c5a9 Add unit tests for fp8 output fusion of triton_attn (#34228) 
Signed-off-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-02-18 06:22:49 -05:00
ElizaWszola
a88b3be7c4 [Bugfix] Fix quant RMS norm fusion for quantization with TMA-aligned scales (#33255) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-02-17 23:35:04 -08:00
haosdent
b68fd899d1 [Bugfix] Fix fused MoE int32 overflow in stride*offset without perf regression (#34507) 
Signed-off-by: haosdent <haosdent@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-02-16 17:58:49 -08:00
Isotr0py
71cd89264f [MM Encoder] Add Triton ViT attention backend (#32183) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-15 06:32:47 -08:00
haosdent
79f3fab05a [Bugfix] Handle num_expert_group=None in flashinfer block-scale FP8 MoE (#34494) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-02-14 23:25:46 -08:00
Marek Michalowski
742d214d6e [Bugfix] fix the import path in moe test utils.py (#34245) 
Signed-off-by: Marek Michalowski <marek.michalowski@arm.com>
 2026-02-13 00:13:45 -08:00
Cyrus Leung
372b2e762a [Bugfix] Standardize getting number of image patches/tokens (#34358) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-12 20:47:01 -08:00
Yanan Cao
96161fe978 [Kernel] [Helion] [4/N] Add silu_mul_fp8 Helion kernel (#33373) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2026-02-12 18:13:12 -08:00
amitz-nv
f120bd42d3 [Kernel] Support Flashinfer trtllm fused MoE non gated FP8 & NVFP4 (#33506) 
Signed-off-by: amitz-nv <203509407+amitz-nv@users.noreply.github.com>
 2026-02-12 13:06:58 -08:00
Michael Goin
ff1f83b056 [Refactor] Replace activation: str with MoEActivation enum (#33843) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
 2026-02-11 17:29:32 -08:00
Wei Zhao
5aff2699bd Fix CI failure - Flashinfer Kernel tests (#34316) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
 2026-02-11 14:17:16 -08:00
Linda
275e0d2a99 [NVIDIA][test] Tests for flashinfer TRTLLM BF16 MoE (#33715) 
Signed-off-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>
 2026-02-11 12:38:11 +00:00
Hashem Hashemi
1b3540e6c6 Threshold fix wvSplitk for occasional CI fails (#34013) 
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
 2026-02-11 03:59:14 +00:00
bnellnm
d1481ba783 [MoE Refactor] Introduce MoERunner abstraction and move execution logic from FusedMoE to DefaultMoERunner (#32344) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2026-02-10 19:51:07 -05:00
Roberto L. Castro
afdce12c89 [Perf][Kernel] Add faster topKperRow decode kernel for DeepSeek-V3.2 sparse attention (#33680) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-02-10 10:29:52 -05:00
xuebwang-amd
b129136c7a [ROCm][Quantization] GPT_OSS in amd-quark format model loading and emulations (#29008) 
Signed-off-by: xuebwang-amd <xuebwang@amd.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>
 2026-02-10 10:08:05 -05:00
Andrey Talman
f97ca67176 [Release 2.10] Update to Torch 2.10 - final release (#30525) 2026-02-08 13:51:09 -08:00
Hashem Hashemi
ed17f54c8b Perf tuning and expansion of cases covered for wvSplitKrc (#33493) 
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
 2026-02-07 05:33:11 -08:00
lukec
15a0b9e570 Fix spelling errors (#33978) 2026-02-06 23:58:50 -08:00
Wentao Ye
77c09e1130 [Refactor] Remove align block size logic in moe_permute (#33449) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-02-06 10:57:06 -08:00
Andreas Karatzas
350ca72c04 [ROCm][AITER] Fix AITER import regression for explicit backend selection (#33749) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-06 15:08:16 +00:00
Xinyu Chen
e969a169ef support view_from_cpu_tensor on XPU (#33868) 
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
 2026-02-06 08:34:20 +00:00
Xin Yang
79028d4388 [Perf] Disable clean_logits in deepgemm fp8_mqa_logits kernel (#33568) 2026-02-05 20:34:00 -05:00
Hashem Hashemi
d5c4800112 Adds padding and perf improvements to wvSplitK_fp8 (#33527) 
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
 2026-02-05 22:16:02 +00:00
bnellnm
a57c8228ff [Moe Refactor] Make Inplace Flag for FusedMoEModularKernel part of the constructor (#33375) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-02-05 18:07:18 +00:00
rasmith
c1395f72cd [CI][AMD][BugFix] Ensure VLLM_ROCM_USE_AITER is set so test_rocm_aiter_topk.py can run correctly (#33840) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2026-02-05 05:05:48 +00:00
R3hankhan
4dffc5e044 [CPU] Split attention dispatch by head_dim alignment (#32161) 
Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com>
 2026-02-03 19:37:15 -08:00
杨朱 · Kiki
b95cc5014d [Misc] Remove deprecated VLLM_ALL2ALL_BACKEND environment variable (#33535) 
Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
 2026-02-03 15:01:59 +08:00
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
csy0225
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
Roy Wang
63c0889416 [Misc] Fix flashinfer related tests (#33462) 
Signed-off-by: esmeetu <jasonailu87@gmail.com>
 2026-01-31 16:10:24 -05:00
Yanan Cao
d5c41db35b [Kernel] [Helion] [3/N] Helion kernel registry (#33203) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2026-01-31 15:38:46 +08:00
Dimitrios Bariamis
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
Yanan Cao
8ecd213c0b [Kernel] [Helion] [2/N] Helion kernel wrapper (#32964) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2026-01-31 12:53:01 +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
Yanan Cao
6c1f9e4c18 [Kernel] [Helion] [1/N] Add Helion ConfigManager (#32740) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2026-01-30 12:19:19 -05:00
Harry Mellor
a11bc12d53 Fix test_moe.py for Transformers v5 (#33413) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-30 14:03:25 +00:00
Robert Shaw
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
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
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
Robert Shaw
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
Roberto L. Castro
fcb9df99bd [Perf][Kernel] Optimize FP4 quantization kernels (SM100F) (#32520) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
 2026-01-24 18:45:27 -07:00