 Isotr0py
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f0feb15e7f
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[Multimodal] Simplify ViT CUDA graph interfaces (#41234)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-05-22 22:31:00 +08:00 |
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Soyaazz
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990f49bdcb
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[MM][CG] Enable encoder Cudagraph for Step3VL (#42224)
Signed-off-by: JisoLya <523420504@qq.com>
Signed-off-by: Soyaazz <523420504@qq.com>
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2026-05-17 20:19:13 -07:00 |
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Cyrus Leung
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b8a25d0e12
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[Bugfix] Fix LM detection for Nemotron Parse (#42641)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-05-14 23:42:10 +08:00 |
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4eafc72928
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[Audio] Bundle get_generation_prompt() params into SpeechToTextParams (#36268)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.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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2026-04-22 12:24:18 +08:00 |
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Shanshan Shen
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936e0b79aa
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[MM][CG] Optimize default max_frames_per_batch auto-infer for ViT CUDA graph video inference (#40445)
Signed-off-by: shen-shanshan <467638484@qq.com>
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2026-04-21 14:47:53 +00:00 |
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Shanshan ShenandRoger Wang
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80118853f4
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[MM][Perf][CG] Support ViT full CUDA graph for Qwen3-VL video inference (#38061)
Signed-off-by: shen-shanshan <467638484@qq.com>
Signed-off-by: Shanshan Shen <87969357+shen-shanshan@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-04-14 16:49:32 +08:00 |
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Ekagra Ranjan
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f7cad67412
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[ASR] Fix spacing bw chunks in multi chunk audio transcription (#39116)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
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2026-04-09 12:46:33 -07:00 |
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Greg PereiraandRobert Shaw
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4dd49b06f8
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[Bug] Fix Import paths for encoder_cudagraph modules (#38997)
Signed-off-by: greg pereira <grpereir@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-04-05 19:11:58 +00:00 |
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Lukas Geiger
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4f6eed3bd4
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[Core] Simplify multimodal masking (#34246)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2026-04-01 01:18:22 -07:00 |
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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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Baorun (Lauren) Mu
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f85e479e66
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[Feature] ViT Full CUDA Graph (#35963)
Signed-off-by: Baorun Mu <bmu@nvidia.com>
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2026-03-23 13:01:10 +08:00 |
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Benjamin Chislett
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8b346309a5
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[Refactor] Consolidate SupportsEagle (#36063)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
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2026-03-13 23:22:40 +00:00 |
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Harry Mellor
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0005d2a3c9
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Use Transformers v5 WeightRenaming for Transformers modeling backend (#31545)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-03-13 20:49:08 +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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Alex Brooks
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bd2659a566
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Increase Flexibility for OOV Multimodal Token Handling (#34858)
Signed-off-by: Alex Brooks <albrooks@redhat.com>
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2026-03-08 20:30:49 -07:00 |
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98b0205c3c
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[Frontend] Add automatic language detection for Whisper transcription (#34342)
Signed-off-by: space_check <roman.vuskov@rwth-aachen.de>
Signed-off-by: Roman <45857014+spacecheck@users.noreply.github.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
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2026-02-21 04:49:41 -08:00 |
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11be2c74dc
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[Realtime] Add Qwen3-ASR realtime streaming support (#34613)
Signed-off-by: Thomas Pouget-Abadie <thomaspou@microsoft.com>
Co-authored-by: Thomas Pouget-Abadie <thomaspou@microsoft.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
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2026-02-20 19:59:42 -08:00 |
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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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Sage MooreandRobert Shaw
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ce498a6d61
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Change the type signature of MixtureOfExperts.expert_weights to MutableSequence[Sequence[Tensor]] (#33573)
Signed-off-by: Sage Moore <sagmoore@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-02-04 17:02:46 -05:00 |
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Nicolò Lucchesi
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e77f162cf5
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[Bugfix] Fix Qwen3ASR language asr tag in output (#33410)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-01-31 05:24:49 +00:00 |
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Patrick von PlatenandNick Hill
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10152d2194
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[Realtime API] Adds minimal realtime API based on websockets (#33187)
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
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2026-01-30 18:41:29 +08:00 |
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daniserebandJee Jee Li
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f3a5ee705f
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[LoRA][Spec Decode] Support LoRA for Nemotron-H MTP models (#32265)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-01-27 07:53:26 -08:00 |
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Cyrus Leung
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dcd80206b7
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[Chore] Update type annotation of input_ids in model forward (#33063)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-26 06:02:10 -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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Cyrus Leung
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2b8a38b6d6
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[Model] Extend collect_children and no_init_weights contexts (#32757)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-22 08:20:27 +00:00 |
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Cyrus Leung
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fda3f03eb2
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[4/N] Initialize MM components in context managers (M-P) (#32663)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-20 14:06:32 +00:00 |
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Cyrus Leung
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b75e85dede
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[1/N] Initialize MM components in context managers (A-D) (#32632)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-20 14:12:42 +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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danisereb
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aa7f37ccfa
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Add support for LoRA adapters in Nemotron-H models (#30802)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
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2026-01-19 22:30:44 +08:00 |
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ce1eafd1a5
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[Core] Initialize LoRA support for tower and connector in multi-modal models (#26674)
Signed-off-by: bk-201 <joy25810@foxmail.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: prashanth058 <prashanth.dannamaneni@uipath.com>
Co-authored-by: bk-201 <joy25810@foxmail.com>
Co-authored-by: prashanth058 <prashanth.dannamaneni@uipath.com>
Co-authored-by: Anexdeus <5142168@mail.ru>
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2025-12-26 04:48:20 -08:00 |
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Cyrus Leung
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09dc7c690c
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[Chore][1/2] Drop v0.14 deprecations (#31285)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-12-24 09:54:01 -08:00 |
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Patrick von Platen
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3faa8bee57
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adapt voxtral (#31095)
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
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2025-12-23 05:31:55 -08:00 |
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dengyunyang
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8f8f469b1b
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[BugFix] skip language model in Encoder (#30242)
Signed-off-by: dengyunyang <584797741@qq.com>
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2025-12-22 05:25:59 -08:00 |
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Cyrus Leung
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3a3b06ee70
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[Misc] Improve error message for is_multimodal (#30483)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-12-11 06:39:51 -08:00 |
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Cyrus Leung
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979f50efd0
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[Deprecation] Remove fallbacks for embed_input_ids and embed_multimodal (#30458)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-12-11 06:58:23 +00:00 |
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Cyrus Leung
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e83b7e379c
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Revert "[Renderer] Separate out RendererConfig from ModelConfig (#30145)" (#30199)
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2025-12-07 00:00:22 -08:00 |
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Cyrus Leung
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27f4c2fd46
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[Renderer] Separate out RendererConfig from ModelConfig (#30145)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-12-06 23:15:42 -08:00 |
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Cyrus Leung
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671427efbf
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[Model] Move multimodal_cpu_fields definition to field config (#30181)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-12-06 13:40:02 +00:00 |
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Cyrus Leung
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c46b932df2
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[Chore] Deprecate SupportsMultiModal.merge_by_field_config (#30170)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-12-06 07:57:28 +00:00 |
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Cyrus Leung
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b286a311c2
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[Chore] Deprecate merge_by_field_config arg (#30035)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-12-04 17:21:24 +00:00 |
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sangbumlikeagod
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092bb73b8a
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[Frontend] add 'verbose_json' and 'timestamp' feature on Whisper Transcription/Translation (#24209)
Signed-off-by: sangbumlikeagod <oironese@naver.com>
Signed-off-by: sangbumlikeagod <98077576+sangbumlikeagod@users.noreply.github.com>
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2025-12-01 18:19:17 +01:00 |
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Jee Jee LiandCyrus Leung
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39e63dec7c
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[LoRA] Cleanup LoRA unused code (#29611)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-11-28 22:52:58 -08:00 |
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Cyrus Leungandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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7675ba30de
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[Misc] Remove redundant ClassRegistry (#29681)
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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2025-11-28 15:24:47 -08:00 |
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Jee Jee Li
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2f5f9acd55
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[LoRA] Continue optimizing MoE LoRA weight loading (#29322)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-11-27 05:56:28 -08:00 |
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92effb07a4
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[Model] Add HunyuanOCR support (#29327)
Signed-off-by: manayang <jackmanayang@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: sergeywang <sergeywang@tencent.com>
Co-authored-by: manayang <jackmanayang@gmail.com>
Co-authored-by: manayang <manayang@tencent.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2025-11-25 03:28:51 +00:00 |
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Cyrus Leung
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aab0102a26
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[V0 deprecation] Remove more V0 references (#29088)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-11-21 11:56:59 +00:00 |
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Eldar Kurtić
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e439c784fa
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Add support for Eagle with separate lm-head and embed_tokens layers (#28549)
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
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2025-11-15 06:12:02 -08:00 |
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Harry Mellor
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97d1c99302
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Rename clashing method names for vLLM model protocol (#27583)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-11-12 19:14:33 -08:00 |
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Cyrus Leung
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afffd3cc8a
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[Model] Pass mm_features directly into get_mrope_input_positions (#28399)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-11-11 21:14:48 +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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