 杨朱 · KikiandClaude Opus 4.5
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1a7894dbdf
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[Misc] Replace Optional[X] with X | None syntax (#33332)
Signed-off-by: carlory <baofa.fan@daocloud.io>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
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2026-01-30 01:56:59 -08:00 |
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Cyrus Leung
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c87eac18f7
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[Refactor] Move MM item count validation outside of processor (#33396)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-30 09:27:31 +00:00 |
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Chendi.Xue
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8c8ebeb941
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[BUGFIX][XPU] fix memory check after XPU reuse GPU_worker (#33358)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
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2026-01-29 09:56:30 -08:00 |
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Cyrus Leung
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c6e7404cc5
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[Multimodal] Simplify MM input definitions (#33331)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-29 13:32:04 +00:00 |
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Kunshang Ji
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8bb6271c77
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[Intel GPU] refine xpu worker (#32894)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-01-29 12:26:52 +00:00 |
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Nick Hill
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6bf3b46d78
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[ModelRunner V2] Misc code simplification and cleanup (#33266)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-01-28 14:41:23 -08:00 |
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Wentao YeandNick Hill
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3e440786af
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[Feature] Fully support for async scheduling + PP, 30.8% E2E throughput improvement, 31.8% TPOT improvement (#32618)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-01-28 20:30:32 +00:00 |
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22quinn
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a2b877df6c
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[Bugfix] Lazy import NgramProposer in GPU model runner (#32821)
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
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2026-01-27 21:07:16 -08:00 |
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Woosuk KwonandNick Hill
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46ec6d71c7
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[Model Runner V2] Use a different stream for grammar bitmask h2d copy (#33059)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Nick Hill <nhill@redhat.com>
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2026-01-27 16:37:43 -08:00 |
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Matthew Bonanni
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a608b4c6c2
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[5/N][Attention] Finish eliminating vllm/attention folder (#32064)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-27 10:02:51 -05:00 |
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Woosuk KwonandNick Hill
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6d86fde09c
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[Model Runner V2] Remove UvaBufferPool for cpu->gpu copy (#33055)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Nick Hill <nhill@redhat.com>
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2026-01-26 16:47:35 -08:00 |
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Woosuk Kwon
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a9b53dd435
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[Model Runner V2] Add LoRAState to consolidate lora logic (#33062)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-01-25 22:21:12 -08:00 |
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Woosuk Kwon
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2f0d3ba745
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[Model Runner V2] Minor simplification for finish_requests (#33048)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-01-25 18:35:02 -08:00 |
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Woosuk KwonandWoosuk Kwon
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edf927bc9f
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[Model Runner V2] Fix slot_mapping after #25954 (#33046)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-01-25 18:29:49 -08:00 |
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Itay EtelisandItay Etelis
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a698e8e7ad
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[Model] Use mm_position to compute mrope positions for Qwen2.5-Omni (#32772)
Signed-off-by: Itay Etelis <itay.etelis@ibm.com>
Co-authored-by: Itay Etelis <itay.etelis@ibm.com>
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2026-01-25 20:15:53 +08:00 |
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91601ff478
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[Feature] add session based streaming input support to v1 (#28973)
Signed-off-by: Joshua Deng <joshuakdeng@gmail.com>
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-01-24 12:06:28 -08:00 |
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Reagan LeeandHiroken.
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06b557ecd9
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feat(benchmark): add encoder forward pass benchmarking to mm-processor (#31655)
Signed-off-by: Reagan <reaganjlee@gmail.com>
Signed-off-by: Reagan Lee <96998476+reaganjlee@users.noreply.github.com>
Co-authored-by: Hiroken. <105287758+HirokenOvo@users.noreply.github.com>
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2026-01-24 08:24:44 +00:00 |
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7. Sun
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14d03b8ddb
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[Perf] Cache xpu_get_mem_info() result to avoid duplicate calls (#32983)
Signed-off-by: 7. Sun <jhao.sun@gmail.com>
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2026-01-23 20:56:23 -08:00 |
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a28b94e6ef
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[Performance] Split FlashAttn attention and cache update (#25954)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Luka Govedič <luka.govedic@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <luka.govedic@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
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2026-01-23 17:28:06 -08:00 |
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Lucas Wilkinson
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3a41459501
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[cudagraphs] Refactor cudagraph capture loop (#32946)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-01-23 13:22:20 -07:00 |
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Nick Hill
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8518b30447
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[Model Runner V2] Add KV Connector support (#32742)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-01-23 10:49:17 -08:00 |
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Matthew Bonanni
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2d6b537157
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[Bugfix][CI] Fix pre-commit (#32956)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-23 10:26:56 -08:00 |
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Harry HuangandChen Zhang
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5206e5e28c
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[V1][Hybrid] Mamba Prefix Caching with align mode (#30877)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
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2026-01-23 09:56:48 -08:00 |
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Wentao Ye
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f744810184
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[Refactor] Remove unused tpu files (#32610)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-01-22 15:35:18 -05:00 |
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Fadi Arafeh
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744ef30484
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[CPU Backend] [Perf] Accelerate tensor-parallel/data-parallel inference across NUMA domains on Arm (#32792)
Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
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2026-01-22 18:55:23 +00:00 |
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Woosuk Kwon
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5e00b561cd
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[Model Runner V2] Do not error on attention backends (#32820)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-21 17:02:48 -08:00 |
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Woosuk Kwon
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408195ec59
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[Model Runner V2] Refactor Prompt Logprobs (#32811)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-21 15:12:20 -08:00 |
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Woosuk Kwon
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e1da249c93
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[Model Runner V2] Minor refactor for compute_slot_mappings (#32794)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-21 10:24:35 -08:00 |
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Nick Hill
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6f067b1fb7
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[Cleanup] Remove unused KVConnectorModelRunnerMixin methods (#32077)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-01-21 11:16:37 +08:00 |
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Lucas WilkinsonandMatthew Bonanni
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2261340806
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[Misc] Remove pad_for_cudagraphs from config (#30143)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-20 15:05:48 -05:00 |
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Woosuk Kwon
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9ab4388cd3
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[Model Runner V2] Support FLASHINFER_MLA backend (#32709)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-20 10:26:17 -08:00 |
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Woosuk Kwon
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e9c83cdc51
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[Model Runner V2] Skip kernel launch for penalties & logit_bias (#32634)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-19 22:20:19 -08:00 |
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Cyrus Leung
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4753f3bf69
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[Model] Use context managers for encoder- and LM-only mode (#32605)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-20 11:43:38 +08:00 |
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Woosuk Kwon
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6c01ffb897
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[Model Runner V2] Decouple temperature from penalties (#32629)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-19 19:13:24 -08:00 |
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Woosuk Kwon
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7b7cdce968
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[Model Runner V2] Refactor get_cudagraph_and_dp_padding (#32625)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-19 18:25:02 -08:00 |
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Woosuk Kwon
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05dc4bfab6
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[Model Runner V2] Initialized communication buffer for DP (#32624)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-19 17:27:06 -08:00 |
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Woosuk Kwon
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43fada5360
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[Model Runner V2] Refactor dummy_run (#32533)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-19 14:50:59 -08:00 |
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Tomas Ruiz
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4a5299c93f
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feat: spec decode with draft models (#24322)
Signed-off-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
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2026-01-19 16:05:46 -05:00 |
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Nicolò Lucchesi
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74c583bc50
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[Core] Whisper support torch.compile (#30385)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-01-19 10:02:31 +00:00 |
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Woosuk Kwon
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9a1f16da1e
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[Model Runner V2] Refactor update_states (#32562)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-18 17:32:42 -08:00 |
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Woosuk Kwon
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bb1848cd62
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[Model Runner V2] Support VLM (#32546)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-18 16:58:51 -08:00 |
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Woosuk Kwon
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963dc0b865
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[Model Runner V2] Minor optimization for eagle input processing (#32535)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-17 21:55:17 -08:00 |
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Woosuk Kwon
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4147910f1e
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[Model Runner V2] Move mrope_positions buffer to MRopeState (#32532)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-17 20:09:48 -08:00 |
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Hongxin Xuandarlenxu
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03da3b52ef
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[Bugfix] Refactor to support DP parallel in R3 (#32306)
Signed-off-by: xhx1022 <1737006628@qq.com>
Co-authored-by: arlenxu <arlenxu@tencent.com>
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2026-01-16 15:13:58 +08:00 |
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Woosuk Kwon
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6218034dd7
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[Model Runner V2] Support FlashInfer backend & Fix CUDA Graph bug [1/2] (#32348)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-15 08:59:23 -08:00 |
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Cyrus Leung
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cbbae38f93
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[2/N] Move cache factories to MM registry (#32382)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-15 01:02:30 -08:00 |
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Shanshan Shen
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ce0946249d
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[Misc] Make mem utils can be reused by other platforms (#32322)
Signed-off-by: shen-shanshan <467638484@qq.com>
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2026-01-14 03:46:01 -08:00 |
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Cyrus Leung
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90db5b31e4
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[Refactor] Move top-level dummy data generation to registry (#32310)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-14 02:17:46 -08:00 |
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Angela Yi
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7933638051
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[misc] Remove is_torch_equal_or_newer(2.4) cases (#32296)
Signed-off-by: angelayi <yiangela7@gmail.com>
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2026-01-13 23:22:07 -08:00 |
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Woosuk Kwon
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90c0836902
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[Model Runner V2] Refactor Sampler (#32245)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2026-01-13 17:58:12 -08:00 |
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