 Luis 🚀andAndrew Sansom
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14043dfecd
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feat: Enable prompt_embeds Content Part Support in vLLM Chat Completions API (#40720)
Signed-off-by: Luis Robaina <luis@protopia.ai>
Signed-off-by: Luis Robaina 🚀 <luisfabian1545@gmail.com>
Signed-off-by: LuisRobaina <luis@protopia.ai>
Co-authored-by: Andrew Sansom <qthequartermasterman@gmail.com>
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2026-05-01 10:05:55 +08:00 |
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wang.yuqi
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a8208e6a81
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[Examples] Resettle features examples. (#40995)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-04-28 00:33:41 -07:00 |
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9744b699ba
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[Deprecate] Deprecate LLM.reward offline api, use LLM.encode instead. (#40688)
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>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2026-04-24 05:37:50 +00:00 |
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Matthew BonanniandTyler Michael Smith
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96a85c5750
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[Startup][UX] Enable CUDAGraph memory profiling by default (#38284)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2026-04-21 18:16:59 -04:00 |
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d2e2e856ad
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[Frontend] Remove frontend pooling multi task support. (#37861)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-21 12:27:44 +00:00 |
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wuyingjun
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77fd2c8631
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[Bugfix] Forward mm_processor_kwargs in offline generate APIs (#40251)
Signed-off-by: wuyingjun <wuyingjun_yewu@cmss.chinamobile.com>
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2026-04-20 00:56:56 -07:00 |
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38907e4391
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[Frontend] Preserve structured output special tokens in offline LLM.chat (#39352)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
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2026-04-18 19:46:07 -04:00 |
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daiyu1111
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a302a8fd1b
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[Bugfix] Fix LLM priority normalization for single-string prompts (#40011)
Signed-off-by: daiyu1111 <2356690121@qq.com>
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2026-04-16 07:56:06 -07:00 |
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wang.yuqiandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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4e8c3f1c19
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[Frontend][last/5] Improve pooling entrypoints | clean up. (#39675)
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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2026-04-16 07:53:23 -07:00 |
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wang.yuqi
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66c079ae83
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[Frontend][4/n] Improve pooling entrypoints | pooling. (#39153)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-04-09 10:09:45 +00:00 |
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Vasiliy Kuznetsov
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7b1a7423be
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[Frontend] new online quantization frontend (#38138)
Signed-off-by: Vasiliy Kuznetsov <vasiliy@meta.com>
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2026-04-03 11:58:39 -04:00 |
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wang.yuqi
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a9b4f07ba2
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[Frontend] Re-enable running MaxSim on GPU (#38620)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-04-03 00:03:13 +08:00 |
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wang.yuqi
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d9d21eb8e3
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[Frontend][3/n] Improve pooling entrypoints | scoring. (#28631)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-03-31 07:52:00 +00:00 |
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Cyrus Leung
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ba2f0acc2d
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[Misc] Reorganize inputs (#35182)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-03-25 10:22:54 -07:00 |
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Harry Mellor
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d215d1efca
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[Mypy] Better fixes for the mypy issues in vllm/config (#37902)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-03-25 06:14:43 -07:00 |
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1b6cb920e6
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[Deprecate] Deprecate pooling multi task support. (#37956)
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>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2026-03-24 14:07:47 +00:00 |
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wang.yuqi
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ed359c497a
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[Model] Deprecate the score task (this will not affect users). (#37537)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-03-20 08:07:56 +00:00 |
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wang.yuqi
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a3189a08b0
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[Model] Consolidate score logic by introduce score_type (#36479)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-03-10 13:32:25 +00:00 |
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wang.yuqi
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fff3711a24
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[Frontend][2/n] Improve pooling entrypoints | embed. (#36110)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
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2026-03-09 11:42:19 +08:00 |
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lifandmcelrath
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00b814ba5a
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[V0 Deprecation] Remove unused swap_space parameter (#36216)
Signed-off-by: majiayu000 <1835304752@qq.com>
Co-authored-by: mcelrath
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2026-03-07 22:09:55 +08:00 |
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Alex Brooksandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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10f4db4dbe
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[Frontend] Add Support for MM Encoder/Decoder Beam Search (Offline) (#36153)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-03-06 01:16:56 -08:00 |
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wang.yuqiandCyrus Leung
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ea463978bb
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[Frontend][1/n] Improve pooling entrypoints | classify. (#35604)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2026-03-03 06:05:36 -08:00 |
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Wentao YeandCyrus Leung
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e113a30113
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[Deprecation] Deprecate code in 0.17 as scheduled (#35441)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-02-28 17:32:37 +00:00 |
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Ming YangandMichael Goin
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6831650c40
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[offloader] v2: Hide weight onloading latency via prefetching (#29941)
Signed-off-by: Ming Yang <minos.future@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-02-25 17:20:59 -08:00 |
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Nick Hill
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dbf0da817a
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[Core] Cleanup engine pause/sleep logic (#34528)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-02-24 19:33:34 -08:00 |
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Neil Schemenauer
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54e2f83d0a
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[Feature] Lazy import for the "mistral" tokenizer module. (#34651)
Signed-off-by: Neil Schemenauer <nas@arctrix.com>
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2026-02-23 00:43:01 -08:00 |
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Kata Coder
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5719a4e4e6
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[Frontend] Support multimodal inputs for late-interaction scoring (ColQwen3) + NewModel: nvidia/nemotron-colembed (#34574)
Signed-off-by: craftsangjae <craftsangjae@gmail.com>
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2026-02-20 20:01:40 -08:00 |
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Cyrus Leung
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ac900c89bb
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[Refactor] Implement output type check in LLM (#34794)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-19 19:57:55 -08:00 |
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Cyrus LeungandMichael Goin
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61cf087680
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[Bugfix] Fix lora tests (#34834)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-02-18 13:22:31 -08:00 |
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Cyrus Leung
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a766b30349
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[Renderer] Deprecate code paths for old input processing (#34775)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-18 00:35:04 -08:00 |
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Cyrus Leung
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574fe75245
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[Renderer] Move InputPreprocessor into Renderer (2/2) (#34560)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-17 05:29:01 -08:00 |
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Christian Pinto
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6930becd45
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(bugfix): Fixed encode in LLM entrypoint for IOProcessr plugin prompts (#34618)
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
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2026-02-16 07:33:55 -08:00 |
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Cyrus Leung
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73391a1baa
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[Renderer] Move InputPreprocessor into Renderer (1/2) (#34510)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2026-02-14 10:14:21 -08:00 |
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Cyrus Leungandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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ec090c2429
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[Refactor] Call renderer for online IO processor request (#34490)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-02-12 22:48:45 -08:00 |
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JaewonandLu Fang
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4453ba8d9e
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[Core] Profiler improvements and lazy initialization (#33198)
Signed-off-by: Jaewon Lee <jaewon@meta.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
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2026-02-12 16:16:38 -08:00 |
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JaewonandLu Fang
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aa181c923b
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[Core] Add sleep level 0 mode with enqueue/wait pattern (#33195)
Signed-off-by: Jaewon Lee <jaewon@meta.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
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2026-02-12 16:16:25 -08:00 |
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Cyrus Leung
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b96f7314b4
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[Refactor] Pass Renderer to Input Processor (#34329)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-11 19:38:11 -08:00 |
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Cyrus Leung
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c9a1923bb4
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[Plugin] Simplify IO Processor Plugin interface (#34236)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-10 19:47:39 -08:00 |
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Cyrus Leung
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edb359cce4
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[Renderer] Define render_cmpl and render_chat (#34039)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-07 05:24:40 -08:00 |
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Cyrus Leung
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cd8b405bd0
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[Refactor] Consolidate sequence normalization and enc-dec parsing (#33928)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-06 15:43:47 +00:00 |
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6e7b1c4b59
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[Docs] Improve documentation (#33799)
Co-authored-by: Soren Dreano <soren@numind.ai>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-02-06 12:57:09 +00:00 |
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Aaron HaoandSumanthRH
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c1858b7ec8
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[Feat][RL][1/2] Native Weight Syncing API: NCCL (#31943)
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Co-authored-by: SumanthRH <sumanthrh99@gmail.com>
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2026-02-05 12:13:23 -05:00 |
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Cyrus Leungandwang.yuqi
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038914b7c8
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[Refactor] Move task outside of PoolingParams.verify (#33796)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-02-05 09:33:11 +00:00 |
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439afa4eea
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feat: Add ColBERT late interaction model support (#33686)
Signed-off-by: Ilya Boytsov <ilyaboytsov1805@gmail.com>
Signed-off-by: Ilya Boytsov <boytsovpanamera@mail.ru>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-02-05 08:05:13 +08:00 |
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Cyrus Leung
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80f921ba4b
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[Bugfix] Fix normalize still being passed to PoolerConfig (#33794)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-04 23:56:02 +08:00 |
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wang.yuqi
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1b8fe6f7c4
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[Frontend][4/n] Make pooling entrypoints request schema consensus | ScoreRequest (#33060)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-02-04 01:48:40 +00:00 |
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Cyrus Leung
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f0a1c8453a
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[Frontend] Use new Renderer for Completions and Tokenize API (#32863)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-31 04:51:15 -08:00 |
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Cyrus Leung
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11b556878b
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[Refactor] Use data parser for matching data items to multi-modal UUIDs (#32955)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-26 15:00:28 +08:00 |
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Cyrus Leung
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d117a4d1a9
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[Frontend] Introduce Renderer for processing chat messages (using ModelConfig) (#30200)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-22 12:44:22 +00:00 |
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wang.yuqi
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4ae77dfd42
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[Frontend][1/n] Make pooling entrypoints request schema consensus | CompletionRequest (#32395)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-01-16 06:17:04 +00:00 |
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