 Robert ShawandVadim Gimpelson
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e605e8e323
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[Bugfix] Fix Stream Sync for Shared Expert Overlap (#28430)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
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2025-11-11 05:59:08 +00:00 |
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Wentao Ye
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de540c0354
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[Feature] Add env var VLLM_MOE_USE_DEEP_GEMM (#28422)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-11-11 02:29:48 +00:00 |
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Wentao Ye
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35d801f13f
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[Feature] Refactor batch invariant fp8 DeepGEMM (#27606)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-11-11 00:08:40 +00:00 |
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d17ecc6b19
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[PERF] Allreduce fusion. Support torch native matching. Tuning of the thresholds (#24248)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2025-11-10 18:33:11 -05:00 |
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Yong Hoon Shin
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021143561f
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[ROCm] Add missing gemm_a8w8_blockscale import (#28378)
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
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2025-11-10 23:13:36 +00:00 |
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Lucas Wilkinson
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6dec9f6109
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[BugFix] Fix DeepGEMM over-allocating workspace (#28254)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2025-11-10 17:01:17 -05:00 |
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40d33264c6
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[Bugfix][EPLB] Disabled shared expert overlap when EPLB is enabled (#28377)
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Sage Moore <sagemoore@utexas.edu>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-11-10 20:39:19 +00:00 |
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jiahanc
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34553b9d27
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[Performance] Support FP8 flashinfer TRTLLM MOE on Qwen3 and Qwen-3next (#27492)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
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2025-11-10 12:34:57 -05:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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b039bfda8f
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[Bugfix] Fix persistent_masked_m_silu_mul_quant tests (#28366)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-11-10 09:21:52 -08:00 |
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Cyrus Leung
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d0e186c16f
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[V0 Deprecation] Remove unused context_len and seq_len from M-RoPE (#28395)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-11-11 00:30:06 +08:00 |
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vllmellmandLuka Govedič
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f080a83511
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[RFC][ROCm][AITER] Keep all AITER kernels in _aiter_ops class like _custom_ops and _ipex_ops (#24490)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-11-10 08:20:53 -08:00 |
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zejunchen-zejun
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b06b9470ca
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[Rocm][fused_moe][fp4] view weight to torch.float4_e2m1fn_x2 when running aiter fused moe for fp4 model (#27474)
Signed-off-by: zejunchen-zejun <zejun.chen@amd.com>
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2025-11-10 10:38:56 -05:00 |
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Ferreboandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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912744d066
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[Fix] optimize visual token mask with caching and multi-token support (#28374)
Signed-off-by: Ferrebo <itachi971009@gmail.com>
Signed-off-by: kebo01 <kebo01@baidu.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-11-10 13:23:49 +00:00 |
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Yu Jiaqi
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15be507c86
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[bugfix] fix siglip batch text output error (#28365)
Signed-off-by: piood <2477084691@qq.com>
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2025-11-10 21:21:15 +08:00 |
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Xiake Sunandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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03fa4d3fb3
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[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>
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2025-11-10 04:53:40 +00:00 |
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Jiangyun Zhu
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c4768dcf47
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[Kernel] Fix fused_gdn_gating (#28343)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2025-11-09 14:26:35 -07:00 |
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Jiangyun Zhu
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7ae5a5fb11
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[Misc] Add some comments in qwen3-next (#28267)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2025-11-08 23:59:24 -08:00 |
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Yong Hoon Shin
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de2b78305f
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[ROCm] Add env to enable/disable aiter triton gemm (#28321)
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
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2025-11-08 22:27:00 -08:00 |
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Mohammad Miadh Angkad
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404d7a9d14
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[Performance][gpt-oss] Revert gpt-oss max cudagraph size to 1024 (#28345)
Signed-off-by: Mohammad Miadh Angkad <MAngkad.BSDSBA2027@aim.edu>
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2025-11-08 15:50:10 -07:00 |
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Robert Shaw
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26990d25dc
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[Bugfix] Update device name for H200 detection (#28349)
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2025-11-08 19:01:11 +00:00 |
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Isotr0pyandKunshang Ji
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934a9c3b79
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[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>
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2025-11-08 05:01:27 +00:00 |
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0852527647
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[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>
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2025-11-07 18:20:55 -08:00 |
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Kunshang Ji
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1aaecda078
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[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>
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2025-11-08 00:33:11 +00:00 |
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Pavani Majety
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72b1c2ae2c
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[Bugfix] Use latency MOE backend as default for Flashinfer and other misc fixes (#27439)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
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2025-11-07 04:18:39 -08:00 |
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Lukas Geiger
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e0919f331d
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[Core][MM] Add mechanism to configure multimodal fields which should stay on CPU (#28168)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2025-11-07 12:14:29 +00:00 |
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Kevin H. Luu
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8e19d470af
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[fix] Revert "fixing mm placeholder replacement issue with gemma3" (#28285)
Signed-off-by: Kevin H. Luu <khluu000@gmail.com>
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2025-11-07 12:09:09 +00:00 |
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Mengqing Cao
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1958bda9b4
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[Misc][Model][Refactor] Pass the prefix into Linear layers (#28259)
Signed-off-by: MengqingCao <cmq0113@163.com>
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2025-11-07 19:38:38 +08:00 |
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smit kadvaniandSmit Shaileshbhai Kadvani
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11fd69dd54
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[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>
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2025-11-07 05:27:42 +00:00 |
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Harry Mellor
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c0a4b95d64
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Fix issues from #28242 (#28257)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-11-07 04:23:17 +00:00 |
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Lucas Kabela
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4bf56c79cc
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[Multimodal][torch.compile] Add compilation config field for turning off ViT/MM compile (#28242)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
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2025-11-07 00:16:03 +00:00 |
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449de9001a
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[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>
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2025-11-06 14:46:44 -05:00 |
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Julien Denize
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7a8375f8a0
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Add llama 4 scaling support (#28145)
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
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2025-11-06 18:55:17 +00:00 |
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Eric Yue
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0370679ce9
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[Kernel][Model] Tune fused_moe Triton configs for MiniMax-M2 on H100 (#28200)
Signed-off-by: minatoaquaMK2 <jiacheng.yue@foxmail.com>
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2025-11-06 07:29:46 -08:00 |
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xiangze-arm
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c757a15f0f
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[CPU]Improve cpu fused moe perf (#27244)
Signed-off-by: Zhang Xiangze <Xiangze.Zhang@arm.com>
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2025-11-06 11:04:18 +00:00 |
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201dc98acc
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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>
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2025-11-05 23:07:36 -08:00 |
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Xiaozhu Meng
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e31946f86e
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[flashinfer] fix FI all2all with FI cutlass moe (#28166)
Signed-off-by: Xiaozhu <mxz297@gmail.com>
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2025-11-06 05:52:16 +00:00 |
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Isotr0py
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43ecd0a900
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[Chore] Clean up deepseek v2/v3 config copy (#28055)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-11-06 03:46:30 +00:00 |
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Wentao Ye
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d71af5f502
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[Feature] Enable TP + EP shared_experts overlap with router, 3.7% E2E performance improvement (#28164)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-11-05 17:21:08 -08:00 |
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Vadim Gimpelson
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b6a248bdd7
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[PERF] Decouple projections from GDN custom op. Attempt 2 (#28083)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
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2025-11-05 17:01:12 -08:00 |
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wang.yuqi
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802748bddb
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[Bugfix] Fix Qwen3-Reranker-8B load (#28117)
Signed-off-by: wang.yuqi <noooop@126.com>
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2025-11-05 18:33:50 +00:00 |
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Paul Zhang
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faedbb4d4f
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[Feature] Extend batch invariant torch.compile to B200 (#27856)
Signed-off-by: PaulZhang12 <paulzhan@fb.com>
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2025-11-05 10:04:49 -08:00 |
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Chen Zhang
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c765f0b443
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[FlashInfer] Avoid FlashInfer block_size 16 + head_size 256 on blackwell (#27994)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-11-05 09:25:32 -08:00 |
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Jiangyun Zhu
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c18f88c6ca
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[Kernel] Fuse computation of g and beta for Gated Delta Net (#28095)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
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2025-11-05 09:14:55 -08:00 |
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Isotr0py
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3f5a4b6473
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[Bugfix] Validate custom logits processor xargs for online serving (#27560)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-11-05 16:53:33 +00:00 |
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e50c454672
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[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>
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2025-11-05 15:22:17 +00:00 |
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Frost Mitchell
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6e97eccf5d
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[XPU] Enable custom routing functions in IPEX for Llama4 (#28004)
Signed-off-by: frost-intel <frost.mitchell@intel.com>
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2025-11-05 13:39:57 +00:00 |
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6b7a81185d
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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>
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2025-11-05 06:06:06 -05:00 |
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Alex Brooks
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b7cbc25416
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[Model, Core] Support Granite Speech & LoRA for STT (#24455)
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2025-11-05 08:33:48 +01:00 |
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Isotr0pyandHarry Mellor
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0ff05e3770
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[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>
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2025-11-04 22:24:41 -08:00 |
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wangxiyuan
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428bc7bf1c
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[V0 deprecation] Remove VLLM_USE_V1 usage in most modules (#27955)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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2025-11-04 20:51:16 -08:00 |
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