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b3c7ffcab8
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[Misc] Replace assert with proper exceptions for security and validation in pooling (#43286)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-05-22 18:43:33 +08:00 |
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17b69828a0
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[Core] Add native ModelExpress load format (#43105)
Signed-off-by: Zheng Luo <zheluo@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-05-21 16:05:01 -04:00 |
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Mohammad Miadh AngkadandGitHub
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da03e549b3
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[UX] Add a persistent cache for FlashInfer autotuning (#42537)
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
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2026-05-18 20:25:37 -07:00 |
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Taneem IbrahimandGitHub
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1c8e9c0399
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Refactor: Pass num_labels explicitly to PoolerClassify instead of reading from global config (#42851)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-05-17 14:40:21 +00:00 |
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Taneem IbrahimandGitHub
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787bc0d031
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Add unit tests for pooler activation functions (#42824)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-05-16 14:58:16 -04:00 |
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1ccdf87507
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[Bugfix] Fix layerwise reload alias-buffer corruption (#42481)
Signed-off-by: rasdani <73563550+rasdani@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-05-15 15:20:53 -07:00 |
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c7560af424
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[RFC] Replace shared-memory routed experts with ModelRunnerOutput transfer and HTTP support (#39568)
Signed-off-by: xhx1022 <1737006628@qq.com>
Signed-off-by: arlenxu <arlenxu@tencent.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: arlenxu <arlenxu@tencent.com>
Co-authored-by: Junjie Zhang <junj.jay.zhang@gmail.com>
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2026-05-14 14:12:30 +00:00 |
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aoshen02andGitHub
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8c79ad6580
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Revert "[Core] Replace routing replay with device cache and async D2H pipeline" (#39917) (#42434)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
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2026-05-13 23:49:01 -07:00 |
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Hiroaki MikamiandGitHub
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90f145aaf7
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[Models][Gemma3/Gemma4] Support hidden_act variants in gated MLP (#40588)
Signed-off-by: Hiroaki Mikami <hiroaki8270+github@gmail.com>
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2026-05-08 11:29:11 -07:00 |
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1d694e78c9
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[Examples][last/6] Resettle examples. (#41084)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-05-07 19:42:12 -07:00 |
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TomerBN-NvidiaandGitHub
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8189a15914
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[Core] Replace routing replay with device cache and async D2H pipeline (#39917)
Signed-off-by: Tomer Barnatan <tbarnatan@nvidia.com>
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2026-05-07 11:24:56 -07:00 |
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Alex BrooksandGitHub
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db9a84e0cd
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[Bugfix] Fix FP8 Bias Loading (#41424)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
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2026-05-03 20:30:04 +00:00 |
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Luka GovedičandGitHub
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d58c42e19c
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[vLLM IR] 2/N fused_add_rms_norm and maybe_inplace overload (#36823)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2026-05-01 23:41:15 -04:00 |
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+8
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4d51588e23
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[Feat] DeepSeek V4 Rebased (#40860)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: qizixi <zixi@inferact.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Zhewen Li <jerven.vllm@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: qizixi <zixi@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
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2026-04-26 18:31:08 -07:00 |
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4269b79409
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[Model] Use mm_features to compute mrope positions for PaddleOCR-VL (#39888)
Signed-off-by: grYe99 <guorongye99@gmail.com>
Co-authored-by: grYe99 <guorongye99@gmail.com>
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2026-04-16 06:14:00 -07:00 |
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lalit10andGitHub
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17d87168d2
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[Model] Use mm_features for Keye-VL and Keye-1.5-VL M-RoPE (#39869)
Signed-off-by: Lalit Laxminarayan Bangad <lalitbangad@gmail.com>
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2026-04-16 02:16:06 -07:00 |
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Asaf GardinandGitHub
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19fa90ed0d
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[Quantization] - Layerwise reloading of Attention/KV quantized models (#38995)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
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2026-04-15 18:03:32 -07:00 |
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03f8d3a548
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Update to transformers v5 (#30566)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: khluu <khluu000@gmail.com>
Signed-off-by: Kevin H. Luu <khluu000@gmail.com>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: jiang1.li <jiang1.li@intel.com>
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2026-04-15 16:29:15 -07:00 |
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wliao2andGitHub
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3abf858443
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[Test] Refactor hard coded device string in test files under compile/quantization/models/model_executor folders (#38901)
Signed-off-by: Liao, Wei <wei.liao@intel.com>
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2026-04-15 11:02:35 +08:00 |
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0008729abf
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[Model] Use mm_features for Ernie-4.5 VL M-RoPE (#39753)
Signed-off-by: Lalit Laxminarayan Bangad <lalitbangad@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-04-14 01:11:52 -07:00 |
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Le YangandGitHub
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21fab0a3db
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fix(moe): fix RoutedExpertsCapturer assertion failure with DP>1 and MK path (#37879)
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2026-04-12 10:28:17 -04:00 |
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40bb175027
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[vLLM IR] 1/N Implement IR skeleton and rms_norm op (#33825)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
Signed-off-by: chzhang <chaojun.zhang@intel.com>
Signed-off-by: Luka Govedic <luka.govedic@gmail.com>
Co-authored-by: Xinyu Chen <xinyu1.chen@intel.com>
Co-authored-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Luka Govedič <ProExpertProg@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
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2026-03-31 22:15:05 -04:00 |
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4dfad17ed1
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replace cuda_device_count_stateless() to current_platform.device_count() (#37841)
Signed-off-by: Liao, Wei <wei.liao@intel.com>
Signed-off-by: wliao2 <wei.liao@intel.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-03-31 22:32:54 +08:00 |
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Ilya MarkovandGitHub
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12701e8af2
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[EPLB] Optmize eplb mapping and record in router for prefill (#36261)
Signed-off-by: ilmarkov <markovilya197@gmail.com>
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2026-03-30 19:48:33 +00:00 |
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Kyle SayersandGitHub
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d28d86e8a3
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[QeRL] Fix online quantized reloading (#38442)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-03-29 14:56:41 -06:00 |
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Kyle SayersandGitHub
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648edcf729
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[QeRL] Compose online quantization with quantized reloading (#38032)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-03-27 13:22:33 -07:00 |
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Andreas KaratzasandGitHub
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37a83007fe
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[ROCm][CI] Fix wvSplitKrc mock argument order in test_rocm_unquantized_gemm (#38167)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-03-26 19:54:59 +08:00 |
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Matthias GehreandGitHub
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a889b7f584
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[Bugfix] Pass drafter quant_config to ParallelLMHead in Eagle3 (#37280)
Signed-off-by: Matthias Gehre <matthias.gehre@amd.com>
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2026-03-25 11:42:58 +00:00 |
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Andreas KaratzasandGitHub
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6ecba840d7
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[ROCm][CI] get_cu_count was renamed to num_compute_units in #35042 (#37764)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-03-22 16:02:21 +08:00 |
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1779c09898
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[ROCm] Enable wvSplitK skinny GEMM kernel for RDNA4/gfx1x decode (#34709)
Signed-off-by: L.B.R. <lbr@mmonad.com>
Co-authored-by: L.B.R. <lbr@mmonad.com>
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2026-03-20 10:11:23 -05:00 |
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Roy WangandGitHub
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821eb80c0d
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[Performance][Model Loader] Skip non-local expert weights during EP model loading (#37136)
Signed-off-by: esmeetu <jasonailu87@gmail.com>
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2026-03-16 01:33:36 -07:00 |
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7acaea634c
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In-Tree AMD Zen CPU Backend via zentorch [1/N] (#35970)
Signed-off-by: Lalithnarayan C <Lalithnarayan.C@amd.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Chinmay-Kulkarni-AMD <Chinmay.Kulkarni@amd.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
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2026-03-15 23:35:35 +00:00 |
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HariandGitHub
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a3e2e250f0
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[Feature] Add Azure Blob Storage support for RunAI Model Streamer (#34614)
Signed-off-by: hasethuraman <hsethuraman@microsoft.com>
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2026-03-15 19:38:21 +08:00 |
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arloandGitHub
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8c29042bb9
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[Feature] Add InstantTensor weight loader (#36139)
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2026-03-14 18:05:23 +01:00 |
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Kunshang JiandGitHub
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53ec16a705
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[Hardware] Replace torch.cuda.device_count/current_device/set_device API (#36145)
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-03-12 07:57:47 -07:00 |
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RaghavanandGitHub
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c8c3935b70
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[Bugfix][Model] Fix FP8 k_scale/v_scale not loaded for Qwen3-MoE (#35656)
Signed-off-by: raghavan <oneraghavan@gmail.com>
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2026-03-04 13:15:38 +00:00 |
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16d2ad1d38
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[Hardware] Replace torch.cuda.empty_cache with torch.accelerator.empty_cache (#30681)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-03-04 09:49:47 +00:00 |
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William ZhangandGitHub
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70c73df69e
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[Bugfix] Fix EVS implementation for Qwen3 VL (#33607)
Signed-off-by: 2ez4bz <133824995+2ez4bz@users.noreply.github.com>
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2026-03-04 02:18:11 +00:00 |
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2465071510
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[Perf] Add opt-in SM100 Oink RMSNorm custom-op path (#31828)
Signed-off-by: Laura Wang <3700467+Laurawly@users.noreply.github.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
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2026-02-24 23:01:53 -08:00 |
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Cyrus LeungandGitHub
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7fcb705b80
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[CI/Build] Skip GCS test (#34057)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-07 08:52:38 -08:00 |
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ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟andGitHub
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13b842f271
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[BugFix][Router Replay] Capture Logical Experts with EPLB (#33013)
Signed-off-by: Hollow Man <hollowman@opensuse.org>
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2026-01-31 10:12:17 -05:00 |
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Micah WilliamsonandGitHub
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6c64c41b4a
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[ROCm][CI] Force max_num_seqs=1 on ROCm In test_sharded_state_loader to reduce flakiness (#33277)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
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2026-01-31 12:28:29 +08:00 |
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Kyle SayersandGitHub
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f857a03f6b
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[QeRL] Layerwise Reloading (#32133)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-01-30 08:50:05 -07:00 |
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Cyrus LeungandGitHub
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51550179fc
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[Refactor] Define MM data parser in processing info instead of processor itself (#33260)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-29 13:55:17 +08:00 |
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Xin YangandGitHub
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63227accf5
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[Kernel] Add topk_sigmoid kernel (#31246)
Signed-off-by: Xin Yang <xyangx@amazon.com>
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2026-01-21 22:49:51 +00:00 |
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whxandGitHub
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1861ae8aae
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[PluggableLayer][1/N] Define PluggableLayer (Fix ci) (#32744)
Signed-off-by: whx-sjtu <2952154980@qq.com>
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2026-01-21 11:38:04 -05:00 |
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Robert ShawandGitHub
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c78ee240b3
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Revert "[PluggableLayer][1/N] Define PluggableLayer" (#32725)
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2026-01-21 00:21:06 +00:00 |
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whxandGitHub
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4ca62a0dbd
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[PluggableLayer][1/N] Define PluggableLayer (#32331)
Signed-off-by: whx-sjtu <2952154980@qq.com>
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2026-01-20 16:19:21 +00:00 |
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bnellnmandGitHub
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327a02d8db
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[MoE Refactor] Separate Router into OO Classes (#30623)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-01-18 11:40:49 -05:00 |
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Cyrus LeungandGitHub
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232214b2ae
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[Bugfix] Replace PoolingParams.normalize with use_activation (#32243)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-13 10:45:42 +00:00 |
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