 Isotr0py
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74a1ac38b0
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[v1] Add PrefixLM support to TritonAttention backend (#30386)
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2025-12-17 16:05:24 -08:00 |
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Varun Sundar Rabindranath
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e3fc374a9a
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[BugFix] Workspace allocation during profile run : DeepEPHighThroughput + DeepGEMM (#30899)
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2025-12-17 15:00:59 -08:00 |
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Andrey Talman
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e06d0bf0aa
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2.9.1 PyTorch release update (#28495)
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2025-12-17 12:20:22 -08:00 |
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KimHyemin
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196cdc3224
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[Model] Gemma3: Support untied word embeddings (#30827)
Signed-off-by: www-spam <panmahm@naver.com>
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2025-12-17 07:11:18 -08:00 |
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baoqian426
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84896fda22
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[Bugfix] deepseek-V3.2 self.weights_proj has no bias (#30841)
Signed-off-by: baoqian <1354987947@qq.com>
Signed-off-by: baoqian426 <1354987947@qq.com>
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2025-12-17 03:32:34 -08:00 |
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Wentao Ye
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f284d7bd0c
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[Bug] Fix AttributeError: 'ColumnParallelLinear' object has no attribute weight_scale_inv (#30823)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-12-17 02:00:35 -08:00 |
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Xinyu Chen
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3b1d440ede
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CustomOp: grouped topk (#29575)
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
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2025-12-17 17:43:00 +08:00 |
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Asaf Joseph Gardin
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a9e15c21ef
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[Mamba] Removed disable cascade attn in MambaModelConfig (#30712)
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
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2025-12-17 08:48:53 +00:00 |
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Yan Ma
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4f735babb7
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[XPU] fix broken fp8 online quantization for XPU platform (#30831)
Signed-off-by: Yan Ma <yan.ma@intel.com>
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2025-12-17 00:28:13 -08:00 |
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Li, Jiangandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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0cd5353644
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[Bugfix][CPU] Fix CPU backend ROPE dispatch for VL models (#30829)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: Li, Jiang <bigpyj64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-12-16 23:25:12 -08:00 |
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Michael Goin
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d4d2751732
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Update note comment for flashinfer attention warmup (#30711)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-12-16 21:29:03 -08:00 |
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Grzegorz K. Karch
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f5db6385a1
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Fix nemotron_nas intermediate_size computation (#30795)
Signed-off-by: Grzegorz Karch <gkarch@nvidia.com>
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2025-12-17 01:06:28 +00:00 |
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Jinzhen LinandMichael Goin
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ce96857fdd
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[Kernel][Quantization][MoE] add marlin kernel support for turing (sm75) (#29901)
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-12-16 14:35:28 -08:00 |
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Roger WangandSun Kim
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f5f51e5931
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[Core][MM] Optimize encoder cache manager by operating with embeddings only (#30475)
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Sun Kim <sunytokki@gmail.com>
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2025-12-16 14:18:17 -08:00 |
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jiahanc
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254a7f8fd6
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[Perf] Do FP4 quant before All gather on flashinfer trtllmgen MOE (#30014)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
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2025-12-16 13:01:48 -08:00 |
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Michael Goin
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10ee1c64cf
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[CI] Generalize gsm8k test args and add Qwen3-Next MTP B200 test (#30723)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-12-16 14:28:34 -05:00 |
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Harry Mellor
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0b0acc758e
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Remove head_mask from Ultravox and Swin (#30764)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-12-16 08:02:41 -08:00 |
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Ming Yang
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ce12b407f2
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[TRTLLM] Remove the MoE GEMM weight name change (#30713)
Signed-off-by: Ming Yang <minos.future@gmail.com>
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2025-12-16 11:01:38 -05:00 |
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Wentao Ye
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59bd5f6a71
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[Feat] Enable eplb with default all2all backend (#30559)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-12-16 10:33:52 -05:00 |
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Harry Mellor
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6f15ac5de7
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Don'e assume position_embedding_type will be present for BERT and RoBERTa models (#30770)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-12-16 13:40:26 +00:00 |
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Isotr0py
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e94384bbad
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[Bugfix] Fix broken ViT attention selection for Blackwell device (#30731)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-12-16 05:24:32 +00:00 |
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3bd9c49158
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[CustomOp] Extract ApplyRotaryEmb as CustomOp and unify the dispatch logic (#29873)
Signed-off-by: shen-shanshan <467638484@qq.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2025-12-15 19:08:16 -08:00 |
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Matthew Bonanniandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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60dbf7d8f1
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Update batch invariant to use attention config (#30704)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-12-15 15:24:16 -05:00 |
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Robert ShawandRobert Shaw
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d0502b4928
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[MoE][Refactor 1/N] Separate Online Quantization (#30627)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
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2025-12-15 06:54:53 -08:00 |
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Max Hu
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3f175f18a2
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[Bugfix] Fix multimodal configuration for Qwen3VL MOE model (#30670)
Signed-off-by: Max Hu <hyoung2991@gmail.com>
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2025-12-15 14:06:01 +00:00 |
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dukeandroot
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e4806d973a
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[BugFix] Add embed_input_ids method to make QWenLMHeadModel a vllm model (#30674)
Signed-off-by: root <iwzbi@zju.edu.cn>
Co-authored-by: root <iwzbi@zju.edu.cn>
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2025-12-15 10:38:29 +00:00 |
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wang.yuqi
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4429d934de
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[Model] Automatic conversion of TokenClassification model (#30666)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2025-12-15 08:13:00 +00:00 |
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汪志鹏andCyrus Leung
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1adeb3b84c
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[New Model] BAGEL support (AR only) (#28439)
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-12-15 14:58:23 +08:00 |
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3778673ea8
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[Feat] Refactor for parallel_config in FusedMoEModularKernel (#30282)
Signed-off-by: yewentao256 <zhyanwentao@126.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>
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2025-12-15 04:21:36 +00:00 |
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87b4d1557d
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[CustomOp][MM] Extract MMEncoderAttention as CustomOp and replace the backend of QwenVisionAttention with it. (#30125)
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
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2025-12-15 11:13:32 +08:00 |
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Shanshan Shen
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738648fb81
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[CustomOp] Support object-level enable for CustomOp (#30547)
Signed-off-by: shen-shanshan <467638484@qq.com>
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2025-12-15 11:02:09 +08:00 |
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ZiTian Zhaoanddeitxfge
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ae88aada38
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[Feature]Add EVS (Efficient Video Sampling) Support for Qwen3-VL (#29752)
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
Co-authored-by: deitxfge <huhaibo1990@126.com>
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2025-12-14 05:24:56 -08:00 |
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zifeitong
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48b8456ff9
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[Bugfix] Revert Qwen2-VL part of change in #28271 (#30542)
Signed-off-by: Zifei Tong <zifeitong@gmail.com>
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2025-12-14 05:20:08 -08:00 |
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tjp_zju
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6ecc1e411b
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[Bugfix] fix _get_quant_method of FusedMoE for deepseekV3.2 on non-NV… (#30057)
Signed-off-by: tjp_zju <tanjianpingzju1990@gmail.com>
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2025-12-14 02:20:51 -08:00 |
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Shengliang XuandPavani Majety
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0bb0bae436
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Nvidia ModelOpt workaround for issue 28072 (#30164)
Signed-off-by: Shengliang Xu <shengliangx@nvidia.com>
Co-authored-by: Pavani Majety <pmajety@nvidia.com>
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2025-12-14 18:18:31 +08:00 |
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Ilya Markov
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3224ea9915
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[torch.compile] Add encoder tag for compilation (#30489)
Signed-off-by: ilmarkov <markovilya197@gmail.com>
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2025-12-14 18:15:11 +08:00 |
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3a20450d31
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Add AudioFlamingo3 model support (#30539)
Signed-off-by: Lasha <26011196+lashahub@users.noreply.github.com>
Signed-off-by: Lasha Koroshinadze <26011196+lashahub@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-12-14 02:14:55 -08:00 |
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Didier DurandandWentao Ye
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1a55cfafcb
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[Doc]: fixing typos in various files (#30540)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
Signed-off-by: Didier Durand <2927957+didier-durand@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2025-12-14 02:14:37 -08:00 |
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Wentao Yeandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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6e78ed6ba7
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[Logs] Optimize startup logs 4 (#29903)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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>
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2025-12-13 16:12:53 -05:00 |
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Chen Zhang
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ace34e3783
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[Bugfix] Qwen3-next with --hf-overrides \{\"num_hidden_layers\":8\} (#30433)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-12-13 22:12:45 +08:00 |
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Cyrus Leung
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64251f48df
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[Chore] Adjust tokenizer import to avoid circular imports (#30601)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-12-13 04:42:39 -08:00 |
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Tsukasa OI
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fdc135d768
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[Misc][Quantization] Clarify the intent of GGUF FusedMoE weight materialization (#30310)
Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
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2025-12-13 13:55:14 +08:00 |
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Roberto L. Castroandyoukaichao
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4fa7ce46f3
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[Feature] Add SM103 (Blackwell Ultra) Support to vLLM (#30484)
Signed-off-by: LopezCastroRoberto <robertol.c510@gmail.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
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2025-12-12 19:34:23 -08:00 |
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rasmithandRandall Smith
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08f8a5627e
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[CI/Build][Kernel][BugFix][AMD] Fix per_token_group_quant_fp8 to use correct fp8 min/max values and update atol/rtol in test_quantfp8_group_functionality (#30292)
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
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2025-12-12 18:41:56 -05:00 |
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13618626df
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[MoE-FP8-modelopt] Add FlashInfer alignment padding for intermediate dimensions (#29748)
Signed-off-by: Daniel Afrimi <dafrimi@pool0-00589.cm.cluster>
Signed-off-by: dafrimi <dafrimi@nvidia.com>
Co-authored-by: Daniel Afrimi <dafrimi@pool0-00589.cm.cluster>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
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2025-12-12 20:42:32 +00:00 |
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Xin Yang
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1f19d8f899
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[Perf] Set split_k to 1 for triton_kernels (#30528)
Signed-off-by: Xin Yang <xyangx@amazon.com>
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2025-12-12 14:07:57 -05:00 |
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shivampr
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cd7740ac5c
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[ROCm] Enable Triton ScaledMM fallback + kernel selection fix (#26668)
Signed-off-by: Shivam <shivampr.dev@gmail.com>
Signed-off-by: Shivam <shivamprasad91@gmail.com>
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2025-12-12 13:28:20 -05:00 |
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dc13c99eed
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fix(gguf): Disable bfloat16 for GGUF on blackwell device (#30408)
Signed-off-by: Christina <truffle@gmail.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Christina Norman <christina@example.com>
Co-authored-by: Isotr0py <isotr0py@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-12-12 23:10:12 +08:00 |
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Lucas Wilkinson
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3e41992fec
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[Attention] Use sparse prefill kernel for fp8 kv-cache in DeepSeek-v3.2 (#27532)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2025-12-12 05:57:47 -08:00 |
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Jaehwang Jung
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f90319d5d1
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[Bugfix] Schedule failure due to wrong get_image_size_with_most_features (#29692)
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2025-12-12 02:27:20 -08:00 |
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