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03fa4d3fb3ddfc9ced960d527d075213f32ecf07
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3201 Commits

Author SHA1 Message Date
Xiake Sun
03fa4d3fb3 [Hardware][AMD][Model] Add Triton MoE tuning support and optimized configs for Qwen3 omni for MI308X (#28373) 
Signed-off-by: Xiake Sun <xiake.sun@amd.com>
Signed-off-by: Xiake Sun <xisun@amd.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-11-10 04:53:40 +00:00
Jiangyun Zhu
c4768dcf47 [Kernel] Fix fused_gdn_gating (#28343) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-11-09 14:26:35 -07:00
Jiangyun Zhu
7ae5a5fb11 [Misc] Add some comments in qwen3-next (#28267) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-11-08 23:59:24 -08:00
Yong Hoon Shin
de2b78305f [ROCm] Add env to enable/disable aiter triton gemm (#28321) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-11-08 22:27:00 -08:00
Mohammad Miadh Angkad
404d7a9d14 [Performance][gpt-oss] Revert gpt-oss max cudagraph size to 1024 (#28345) 
Signed-off-by: Mohammad Miadh Angkad <MAngkad.BSDSBA2027@aim.edu>
 2025-11-08 15:50:10 -07:00
Robert Shaw
26990d25dc [Bugfix] Update device name for H200 detection (#28349) 
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-11-08 19:01:11 +00:00
Isotr0py
934a9c3b79 [Model] Consolidate Deepseek-MoE implementation with DeepSeek-v2 (#28101) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2025-11-08 05:01:27 +00:00
Michael Goin
0852527647 [Perf][DeepSeek] Add sigmoid+bias fusion to fused_grouped_topk from TRTLLM (#28124) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-11-07 18:20:55 -08:00
Kunshang Ji
1aaecda078 [XPU] Enable Expert parallel for MoE models (#28263) 
Signed-off-by: Yan Ma <yan.ma@intel.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2025-11-08 00:33:11 +00:00
Pavani Majety
72b1c2ae2c [Bugfix] Use latency MOE backend as default for Flashinfer and other misc fixes (#27439) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
 2025-11-07 04:18:39 -08:00
Lukas Geiger
e0919f331d [Core][MM] Add mechanism to configure multimodal fields which should stay on CPU (#28168) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-11-07 12:14:29 +00:00
Kevin H. Luu
8e19d470af [fix] Revert "fixing mm placeholder replacement issue with gemma3" (#28285) 
Signed-off-by: Kevin H. Luu <khluu000@gmail.com>
 2025-11-07 12:09:09 +00:00
Mengqing Cao
1958bda9b4 [Misc][Model][Refactor] Pass the prefix into Linear layers (#28259) 
Signed-off-by: MengqingCao <cmq0113@163.com>
 2025-11-07 19:38:38 +08:00
smit kadvani
11fd69dd54 [amd][gptoss] Perf gain because of block alignment (#28024) 
Signed-off-by: Smit Kadvani <smit.kadvani@gmail.com>
Co-authored-by: Smit Shaileshbhai Kadvani <kadvani@meta.com>
 2025-11-07 05:27:42 +00:00
Harry Mellor
c0a4b95d64 Fix issues from #28242 (#28257) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-07 04:23:17 +00:00
Lucas Kabela
4bf56c79cc [Multimodal][torch.compile] Add compilation config field for turning off ViT/MM compile (#28242) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
 2025-11-07 00:16:03 +00:00
Aleksandr Malyshev
449de9001a [ROCm] triton fp8 kernel (#27058) 
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
 2025-11-06 14:46:44 -05:00
Julien Denize
7a8375f8a0 Add llama 4 scaling support (#28145) 
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
 2025-11-06 18:55:17 +00:00
Eric Yue
0370679ce9 [Kernel][Model] Tune fused_moe Triton configs for MiniMax-M2 on H100 (#28200) 
Signed-off-by: minatoaquaMK2 <jiacheng.yue@foxmail.com>
 2025-11-06 07:29:46 -08:00
xiangze-arm
c757a15f0f [CPU]Improve cpu fused moe perf (#27244) 
Signed-off-by: Zhang Xiangze <Xiangze.Zhang@arm.com>
 2025-11-06 11:04:18 +00:00
Seungduk Kim
201dc98acc Fix hard-coded parameter name in gemma3n.py (#27946) 
Signed-off-by: Seungduk Kim <seungduk.kim@yanolja.com>
Signed-off-by: Biswa Panda <biswa.panda@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Biswa Panda <biswa.panda@gmail.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
 2025-11-05 23:07:36 -08:00
Xiaozhu Meng
e31946f86e [flashinfer] fix FI all2all with FI cutlass moe (#28166) 
Signed-off-by: Xiaozhu <mxz297@gmail.com>
 2025-11-06 05:52:16 +00:00
Isotr0py
43ecd0a900 [Chore] Clean up deepseek v2/v3 config copy (#28055) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-06 03:46:30 +00:00
Wentao Ye
d71af5f502 [Feature] Enable TP + EP shared_experts overlap with router, 3.7% E2E performance improvement (#28164) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-11-05 17:21:08 -08:00
Vadim Gimpelson
b6a248bdd7 [PERF] Decouple projections from GDN custom op. Attempt 2 (#28083) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2025-11-05 17:01:12 -08:00
wang.yuqi
802748bddb [Bugfix] Fix Qwen3-Reranker-8B load (#28117) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-11-05 18:33:50 +00:00
Paul Zhang
faedbb4d4f [Feature] Extend batch invariant torch.compile to B200 (#27856) 
Signed-off-by: PaulZhang12 <paulzhan@fb.com>
 2025-11-05 10:04:49 -08:00
Chen Zhang
c765f0b443 [FlashInfer] Avoid FlashInfer block_size 16 + head_size 256 on blackwell (#27994) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-11-05 09:25:32 -08:00
Jiangyun Zhu
c18f88c6ca [Kernel] Fuse computation of g and beta for Gated Delta Net (#28095) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-11-05 09:14:55 -08:00
Isotr0py
3f5a4b6473 [Bugfix] Validate custom logits processor xargs for online serving (#27560) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-05 16:53:33 +00:00
Ilya Markov
e50c454672 [BugFix] Support EP/DP + EPLB with MTP (#25311) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2025-11-05 15:22:17 +00:00
Frost Mitchell
6e97eccf5d [XPU] Enable custom routing functions in IPEX for Llama4 (#28004) 
Signed-off-by: frost-intel <frost.mitchell@intel.com>
 2025-11-05 13:39:57 +00:00
amirkl94
6b7a81185d Bugfix: Cutlass FP8 FusedMoE bad scaling factors (#27255) 
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-11-05 06:06:06 -05:00
Alex Brooks
b7cbc25416 [Model, Core] Support Granite Speech & LoRA for STT (#24455) 2025-11-05 08:33:48 +01:00
Isotr0py
0ff05e3770 [Bugfix] Fix encoder-only model support for transformers backend (#28021) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-04 22:24:41 -08:00
wangxiyuan
428bc7bf1c [V0 deprecation] Remove VLLM_USE_V1 usage in most modules (#27955) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-11-04 20:51:16 -08:00
Kunshang Ji
18b39828d9 [XPU] Add gpt-oss model support for Intel GPU (#27786) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2025-11-05 02:17:23 +00:00
tou
4ea62b77f5 [Qwen3-Next] MOE configs for A100-SXM4-80GB TP4 TP8 (#27740) 2025-11-05 09:25:09 +08:00
Vadim Gimpelson
d4e547bb7e Revert "[PERF] Decouple projections from GDN custom op" (#28080) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2025-11-04 15:58:23 -08:00
Aleksandr Malyshev
2d977a7a9e [ROCm] gemm_a16w16 upstreaming (#26969) 
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
 2025-11-04 16:01:00 -05:00
yt0428
05cae69f0f [model] Add support for openPangu_Ultra_MoE (#27521) 
Signed-off-by: yuantao <2422264527@qq.com>
Signed-off-by: yt0428 <51468697+yt0428@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-04 08:17:20 -08:00
Vadim Gimpelson
5fd8f02ea9 [PERF] Decouple projections from GDN custom op (#27512) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2025-11-04 08:11:41 -08:00
bnellnm
938772af03 [Kernels] Isolate modular kernel code from FusedMoEMethodBase subclasses. (#27123) 2025-11-04 21:59:45 +08:00
tomeras91
e4ee658672 [Model] add optimal triton fused moe configs for NemotronH MoE (#27967) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
 2025-11-04 12:59:43 +00:00
tomeras91
77f8001f53 [Model][Bugfix] fix pipeline parallelism support for NemotronH (#27968) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
 2025-11-04 12:28:36 +00:00
Jerry Zhang
03c4c4aa9d Support using Int4PreshuffledTensor after loading (#26066) 
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
 2025-11-04 06:00:57 -05:00
Varun Sundar Rabindranath
4022a9d279 [BugFix][Performance] Restore flashinfer autotuning for all scenarios (#27904) 2025-11-04 15:56:21 +08:00
Wentao Ye
7e4be74104 [Bug] Batch invariant: Fix flash attn MLA RuntimeError: scheduler_metadata must have shape (metadata_size) (#27884) 2025-11-04 14:05:55 +08:00
vllmellm
b13a447546 [Bugfix][ROCm] Fix ViT rotary embeddings for torch.compile compatibility on ROCm (#27748) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-11-03 17:12:19 -08:00
Tyler Michael Smith
3758757377 [Bugfix] Fix MoE Routing Simulation (#28002) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2025-11-03 22:26:49 +00:00