 yiz-liu
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4f510bc2a1
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[Model] Removes redundant all-reduce operation in Qwen3MoeSparseMoeBlock (#23169)
Signed-off-by: Yizhou Liu <liu_yizhou@outlook.com>
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2025-08-19 16:18:41 +00:00 |
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1298c67795
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[FEAT] [Performance] Enable DP for ViT in Qwen2.5VL (#22742)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2025-08-19 15:25:57 +00:00 |
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b87cb97a53
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[Model] support new model ovis2.5 (#23084)
Signed-off-by: myselvess <244285088@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-08-19 13:12:59 +00:00 |
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wang.yuqi
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f856c33ce9
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[Model] Add multi_label_classification support (#23173)
Signed-off-by: wang.yuqi <noooop@126.com>
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2025-08-19 12:54:30 +00:00 |
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qizixiandLu Fang
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5bfe0dea7a
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[bug fix] Fix llama4 spec decoding (#22691)
Signed-off-by: qizixi <qizixi@meta.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
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2025-08-19 08:53:24 +00:00 |
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Isotr0py
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31fd3265c8
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[Bugfix] Fix broken Minimax-01-VL model (#22116)
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-08-19 08:49:29 +00:00 |
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qizixiandCyrus Leung
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4efd43e9b4
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Fix GLM-4.5V-FP8 numerical issue (#22949)
Signed-off-by: qizixi <qizixi@meta.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-08-19 07:56:31 +00:00 |
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Jiangyun ZhuandCyrus Leung
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fda9537c5e
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[Model] Support Pipeline Parallelism for moonshotai/Kimi-VL-A3B-Thinking-2506 (#23114)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-08-19 14:24:31 +08:00 |
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Benji BeckandCyrus Leung
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e75f342261
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Migrate InternVLImagePixelInputs (in nemotron_vl.py) to TensorSchema (#22023)
Signed-off-by: Benji Beck <benjibeck@meta.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-08-19 13:48:26 +08:00 |
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Chengji YaoandChengji Yao
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e9d6a3db69
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[TPU] make ptxla not imported when using tpu_commons (#23081)
Signed-off-by: Chengji Yao <chengjiyao@gmail.com>
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Co-authored-by: Chengji Yao <chengjiyao@gmail.com>
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2025-08-19 11:46:42 +08:00 |
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Michael Goin
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6d25e3fd6e
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Use Blackwell FlashInfer MXFP4 MoE by default if available (#23008)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-08-18 15:25:49 -07:00 |
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Raushan Turganbay
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0e3bb543f0
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[Bugfix] Support compile for Transformers multimodal (#23095)
Signed-off-by: raushan <raushan@huggingface.co>
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2025-08-18 13:35:48 +00:00 |
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Cyrus Leung
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d3f71f1224
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[Refactor] Get prompt updates earlier (#23097)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-18 12:31:53 +00:00 |
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Cyrus Leung
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27e8d1ea3e
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[Refactor] Define MultiModalKwargsItems separate from MultiModalKwargs (#23053)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-18 09:52:00 +00:00 |
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9f1c642254
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[Bugfix] fix Qwen2.5-Omni processor output mapping (#23058)
Signed-off-by: double7 <33449816+DoubleVII@users.noreply.github.com>
Co-authored-by: 杨森 <yangsen.double7@bytedance.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-08-17 22:09:11 -07:00 |
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Simon Mo
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0fc8fa751a
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fix: gptq marlin weight loading failure (#23066)
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2025-08-17 15:56:07 -07:00 |
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Woosuk Kwon
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c55bc1db26
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[Misc] Remove dead return (#23061)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-08-17 10:36:46 -07:00 |
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947132885andIsotr0py
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fe0411fc6f
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[Bugfix] should use stack instead of concat (#22972)
Signed-off-by: 947132885 <947132885@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-08-17 08:46:36 +00:00 |
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Jee Jee Li
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4d4061b6e7
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[Kernel] Add cuda kernel for gpt_oss activation (#22951)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-08-17 05:03:24 +00:00 |
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Cyrus Leung
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5c32143b9d
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[Refactor] Defer tensor data construction in MultiModalKwargs (#23030)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-16 21:05:50 -07:00 |
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Michael Goin
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94096a47c9
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[UX] Separate marlin moe config logic from triton moe (#23006)
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2025-08-16 22:16:42 -04:00 |
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Jinzhen Lin
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a258ad8bcc
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[Bugfix] fix qwen3 moe fp8 accuracy issue (#23031)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
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2025-08-16 17:41:23 -07:00 |
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Michael GoinandWentao Ye
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4fc722eca4
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[Kernel/Quant] Remove AQLM (#22943)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-08-16 19:38:21 +00:00 |
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汪志鹏
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829bbd7882
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[New Model]mBART model (#22883)
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
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2025-08-16 12:16:58 +00:00 |
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Isotr0py
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cc826a202b
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[Multimodal] Update Tensor schema test to cover arbitrary shape mm inputs (#22867)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-08-16 00:44:50 -07:00 |
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Benjamin Chislett
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fbd88728b3
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[Bugfix] Fix DeepSeek MTP (#22934)
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
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2025-08-16 01:25:06 +00:00 |
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Thomas Parnell
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f5d412bafb
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[BugFix] Fix regression caused by mamba state dtype PR (#22998)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
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2025-08-15 22:55:26 +00:00 |
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Chih-Chieh Yang
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6cd69f51bf
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[Model] Granite-4 support loading quantized checkpoint (#22925)
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
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2025-08-15 18:47:56 +00:00 |
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bnellnmandMichael Goin
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8ad7285ea2
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[Kernels] Clean up FusedMoeMethodBase and modular kernel setup. Remove extra arguments from modular kernel methods. (#22035)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-08-15 14:46:00 -04:00 |
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sstamenk
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6b04039a72
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[BugFix] Skip the Q component for QKVParallelLinear in the case of QKVCrossParallelLinear since its width is 0 (#22369)
Signed-off-by: sstamenk <sstamenk@amd.com>
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2025-08-15 17:17:31 +00:00 |
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75531a6c13
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[V1] [Hybrid] Support using float32 for state in Hybrid Models (Mamba2, Mamba1, Minimax) (#22928)
Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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Co-authored-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
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2025-08-15 12:57:06 +00:00 |
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fe91ce9591
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[V1] - Split Prefill and Decode for Mamba1 models (#22653)
Signed-off-by: amirk <amirk@ai21.com>
Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
Co-authored-by: Asaf Joseph Gardin <39553475+Josephasafg@users.noreply.github.com>
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2025-08-15 08:59:52 +00:00 |
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TJianandvllmellm
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b2f6c247a9
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Revert "[ROCm][AITER] Support AITER Rope ops in RotaryEmbedding Module." (#22956)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
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2025-08-15 06:39:19 +00:00 |
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Asaf Joseph Gardinandasafg
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3d232dbd19
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[Mamba] - refactor: Renamed mamba_attn to mamba2_attn (#22818)
Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
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2025-08-15 06:38:05 +00:00 |
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amirkl94andMichael Goin
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b4cef5e6c7
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refactor: Change scaling factors calculation for flashinfer FusedMoE (#22812)
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-08-15 06:19:31 +00:00 |
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Simon Mo
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f1f0d2fab8
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Revert "[Kernel] Add cuda kernel for gpt_oss activation" (#22948)
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2025-08-14 17:38:10 -07:00 |
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Jee Jee Li
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81f4b96481
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[Kernel] Add cuda kernel for gpt_oss activation (#22538)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-08-14 17:21:29 -07:00 |
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Dipika Sikka
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4121de512e
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[Quantization]: Support compressed-tensors mixed-precision model loading (#22468)
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
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2025-08-14 17:32:09 -04:00 |
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nvjullinandmgoin
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279a5f31b3
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[Kernel] Add nvfp4 gemm flashinfer backends (#22346)
Signed-off-by: Julien Lin <jullin@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-08-14 16:03:55 -04:00 |
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+105
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33c63e9547
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[Kernel] [Quantization] Add MXFP4 and bias support for marlin kernel (#22428)
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Co-authored-by: David Ben-David <davidb@pliops.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
Co-authored-by: TankNee <nee@tanknee.cn>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Seiji Eicher <58963096+eicherseiji@users.noreply.github.com>
Co-authored-by: ZiTian.Zhao <zitian.zhao@tencentmusic.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: Abirdcfly <fp544037857@gmail.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Chenxi Yang <cxyang@cs.utexas.edu>
Co-authored-by: Chenxi Yang <cxyang@meta.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Weixiao Huang <hwx.simle@gmail.com>
Co-authored-by: Raghav Ravishankar <113712354+alyosha-swamy@users.noreply.github.com>
Co-authored-by: ericehanley <ericehanley@google.com>
Co-authored-by: Zhonghua Deng <abzhonghua@gmail.com>
Co-authored-by: Po-Han Huang (NVIDIA) <53919306+nvpohanh@users.noreply.github.com>
Co-authored-by: PiteXChen <44110731+CLFutureX@users.noreply.github.com>
Co-authored-by: lkchen <github@lkchen.net>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
Co-authored-by: tlipoca9 <160737620+tlipoca9@users.noreply.github.com>
Co-authored-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: wang.yuqi <noooop@126.com>
Co-authored-by: Benji Beck <benjibeck@meta.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Siyuan Liu <lsiyuan@google.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: Minseok Lee <47620120+minseokl@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Zhang Jason <ning.zhang2@amd.com>
Co-authored-by: Asaf Joseph Gardin <39553475+Josephasafg@users.noreply.github.com>
Co-authored-by: asafg <asafg@ai21.com>
Co-authored-by: Lain <siyuanf@nvidia.com>
Co-authored-by: tc-mb <157115220+tc-mb@users.noreply.github.com>
Co-authored-by: imning3 <hbning@pku.edu.cn>
Co-authored-by: Maximilien de Bayser <mbayser@br.ibm.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Tao He <linzhu.ht@alibaba-inc.com>
Co-authored-by: qscqesze <qingjun@minimaxi.com>
Co-authored-by: Syed Muhammad Bin Asif <92625830+syedmba@users.noreply.github.com>
Co-authored-by: Lionel Villard <villard@us.ibm.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: ycyaw66 <497410282@qq.com>
Co-authored-by: Moritz Sanft <58110325+msanft@users.noreply.github.com>
Co-authored-by: Ming Yang <minos.future@gmail.com>
Co-authored-by: Adrián García García <adrigarvk8@gmail.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>
Co-authored-by: JaceyShao <65159281+JaceyShao@users.noreply.github.com>
Co-authored-by: shaojunqi <shaojunqi.sjq@alibaba-inc.com>
Co-authored-by: Ricardo Decal <crypdick@users.noreply.github.com>
Co-authored-by: Andrew Chan <andrewkchan.akc@gmail.com>
Co-authored-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Andrew Sansom <andrew@protopia.ai>
Co-authored-by: Zhiyu <zhiyuc@nvidia.com>
Co-authored-by: Shu Wang <shuw@nvidia.com>
Co-authored-by: XIn Li <xinli@nvidia.com>
Co-authored-by: Junhao Li <streaver91@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
Co-authored-by: iAmir97 <71513472+iAmir97@users.noreply.github.com>
Co-authored-by: iAmir97 <Amir.balwel@embeddedllm.com>
Co-authored-by: Hong Hanh <hanh.usth@gmail.com>
Co-authored-by: Daniel Serebrenik <74646983+pliops-daniels@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Guy Stone <guys@spotify.com>
Co-authored-by: yyweiss <70619747+yyweiss@users.noreply.github.com>
Co-authored-by: Pradyun92 <142861237+Pradyun92@users.noreply.github.com>
Co-authored-by: Pradyun Ramadorai <pradyunr@amazon.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
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2025-08-14 11:23:22 -07:00 |
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Jee Jee Li
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92ff41abea
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[Model] Modify the gate implementation of glm4_moe (#22832)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-08-14 05:28:50 -07:00 |
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Isotr0py
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7c3a0741c6
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[Bugfix] Fix PixtralHFImagePixelInputs dynamic shape check (#22827)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-08-14 02:35:43 -07:00 |
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Cyrus Leung
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c9232d41f4
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[CI/Build] Update VLM common tests (#22841)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-13 10:03:05 -07:00 |
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9bd9294f0e
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[Bugfix] Fix MiniCPMV Image input inference failed (#22813)
Signed-off-by: HWH <67449739+jio-H@users.noreply.github.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2025-08-13 09:41:41 -07:00 |
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Gh0u1L5
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b159c0a67a
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Fix GGUF loader for Qwen3 MoE. (#22785)
Signed-off-by: Gh0u1L5 <Gh0u1L5@outlook.com>
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2025-08-13 06:08:23 -07:00 |
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Yuanyuan ChenandCyrus Leung
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6772bb0f7d
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Remove unnecessary CUDA sync of qwen image and video preprocess (#22792)
Signed-off-by: cyy <cyyever@outlook.com>
Signed-off-by: Yuanyuan Chen <cyyever@outlook.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2025-08-13 06:07:28 -07:00 |
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Chen Zhang
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fceafaf582
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[Bugfix][mamba] Fix type annotation of Mamba2Metadata (#22787)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-08-13 06:07:09 -07:00 |
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Chi Zhang
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98deac3879
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[FEATURE] support custom vllm tuned config path for fused moe triton kernels (#22791)
Signed-off-by: Chi Zhang <zhangchi.usc1992@bytedance.com>
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2025-08-13 20:27:25 +08:00 |
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wangxiyuan
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0b1bdac6af
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[Platform] Custom ops support for FusedMoe (#22509)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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2025-08-13 04:12:00 -07:00 |
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Duc-Viet Hoangandducviet00-h2
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a01e0018b5
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[Bugfix] Fix Nemotron VL image processing (#22739)
Co-authored-by: ducviet00-h2 <viet.d.hoang@h2corporation.jp>
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2025-08-13 03:11:36 -07:00 |
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