 Tianyu GuoandIsotr0py
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5578f2a4d3
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Support online use_audio_in_video (#36319)
Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-03-09 07:16:44 -07:00 |
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Cyrus Leung
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f96c3ab08c
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[Deprecation][1/2] Remove items deprecated in v0.18 (#36470)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-03-09 03:43:23 -07:00 |
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Cyrus Leung
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d62856b928
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[Misc] Move processors to transformers_utils (#35953)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-03-09 11:31:39 +08:00 |
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milesial
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755356b3d1
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feat: expose media_io_kwargs at runtime (#34778)
Signed-off-by: Alexandre Milesi <milesial@users.noreply.github.com>
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2026-03-07 04:27:04 +00:00 |
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Isotr0py
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e4ae148a78
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[Refactor] Modular video loader backend refactoring (#35202)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-03-06 06:06:59 -08:00 |
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Cyrus Leung
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6dd302653f
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[Misc] Rename group_mm_kwargs_by_modality -> group_and_batch_mm_kwargs (#36158)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-03-06 12:32:48 +08:00 |
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Martin Hickey
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c3598d02fa
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[Misc] Remove deprecated items that are due for removal (#36006)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
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2026-03-05 06:14:50 +00:00 |
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+2
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5d199ac8f2
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Support Audio Extraction from MP4 Video for Nemotron Nano VL (#35539)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Signed-off-by: Andrii <askliar@nvidia.com>
Co-authored-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Co-authored-by: Andrii Skliar <askliar@oci-nrt-cs-001-vscode-01.cm.cluster>
Co-authored-by: Andrii <askliar@nvidia.com>
Co-authored-by: root <root@pool0-03748.cm.cluster>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: root <root@pool0-02416.cm.cluster>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: root <root@pool0-04880.cm.cluster>
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2026-03-03 23:20:33 -08:00 |
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William Zhang
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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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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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2aa4140402
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openpangu-vl support video input (#34134)
Signed-off-by: hujiaxin <524446785@qq.com>
Signed-off-by: Emilie1001 <79921183+Emilie1001@users.noreply.github.com>
Co-authored-by: Emilie1001 <79921183+Emilie1001@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-02-26 03:08:09 +00:00 |
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Nicolò Lucchesi
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f91808ae0d
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[MM] Allow audio chunking for offline LLM (#34628)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-02-23 21:04:28 -08:00 |
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Cyrus Leung
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392645454b
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[Refactor] Decouple TimingContext from InputProcessingContext (#35083)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-23 14:15:50 +00:00 |
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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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Cyrus Leung
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987506bca6
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[Refactor] Simplify dummy data generation (#35025)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-22 20:55:27 -08:00 |
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Russell Bryantandisotr0py
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6f3b2047ab
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[Core] Fix SSRF bypass via backslash-@ URL parsing inconsistency (#34743)
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: isotr0py <2037008807@qq.com>
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2026-02-18 03:53:35 +00:00 |
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Cyrus Leung
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a0d8d944e2
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[Renderer] Move MM Hash parsing into Renderer (#34711)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-17 19:18:55 -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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Cyrus Leung
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ec17bdd894
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[Renderer] Move InputPreprocessor into Renderer (1.5/2) (#34598)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-15 23:46:33 -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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Shiyan Deng
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ed242652d7
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[bug] Make sure get_modality_with_max_tokens is deterministic (#34533)
Signed-off-by: Shiyan Deng <dsy842974287@meta.com>
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2026-02-13 20:02:59 -08:00 |
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Cyrus Leung
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372b2e762a
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[Bugfix] Standardize getting number of image patches/tokens (#34358)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-12 20:47:01 -08:00 |
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Isotr0py
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0ab06100f4
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[Multimodal] Expose mm_processor_kwargs for DummyInputsBuilder (#34330)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-02-11 09:37:40 -08:00 |
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Harry Mellor
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40b8f55358
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[Docs] Reduce time spent generating API docs (#34255)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-02-11 02:56:02 -08:00 |
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Cyrus Leung
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b5dcb372e4
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[Misc] Clean up validation logic in input processor (#34144)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-10 19:29:29 -08:00 |
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Reagan LeeandReagan Lee
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7c233dbb36
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[Tiny] Rename encoder budget file to more specific name (#34103)
Signed-off-by: Reagan Lee <“reaganjlee@gmail.com”>
Co-authored-by: Reagan Lee <“reaganjlee@gmail.com”>
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2026-02-09 03:48:19 +00:00 |
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c4df59ad43
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Add embedding input functionality for disabled modalities [remake] (#32493)
Signed-off-by: Reagan Lee <“reaganjlee@gmail.com”>
Signed-off-by: Reagan Lee <reaganjlee@gmail.com>
Signed-off-by: Reagan Lee <96998476+reaganjlee@users.noreply.github.com>
Co-authored-by: Reagan Lee <“reaganjlee@gmail.com”>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-02-08 04:57:16 -08:00 |
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Cyrus Leung
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48312e579a
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[Misc] Make PlaceholderRange.get_num_embeds a method (#34035)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-07 05:30:17 +00:00 |
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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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Cyrus Leung
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035a6cb09a
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[Misc] Update code for encoder-decoder models (#33900)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-06 11:38:39 +08:00 |
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Cyrus Leung
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116880a5a0
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[Bugfix] Make MM batching more robust (#33817)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-05 20:40:58 +00:00 |
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Cyrus Leung
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7bd42e609d
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[Refactor] Clean up input preprocessing (#33687)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-05 18:43:42 +08:00 |
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Cyrus Leung
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90d74ebaa4
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[Deprecation] Remove _get_data_parser in MM processor (#33757)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-04 05:51:52 +00:00 |
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Cyrus Leung
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18e7cbbb15
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[Bugfix] Fix startup hang for Granite Speech (#33699)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-03 15:57:56 +00:00 |
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Cyrus Leung
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52683ccbe1
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[Misc] Update default image format of encode_base64 (#33656)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-03 03:13:16 -08:00 |
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Roger Wang
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10546f925a
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[Bugfix] Fix mm budget setting for Qwen Omni models (#33634)
Signed-off-by: Roger Wang <hey@rogerw.io>
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2026-02-03 04:56:25 +00:00 |
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Cyrus Leung
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d7e17aaacd
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[Refactor] Move profiling methods to MM budget (#33559)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-02-02 23:27:00 +08:00 |
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Isotr0py
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4061dcf4c5
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[Bugfix] Enable Kimi k25 processor test (#33562)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-02-02 14:25:25 +00:00 |
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Cyrus Leung
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88c3e114d8
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[Refactor] Move MM data parsing outside processor (#33408)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-31 16:46:14 +00:00 |
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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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Cyrus Leung
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831453fcef
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[Chore] Move MediaConnector to vllm.multimodal.media (#33324)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-29 16:54:31 +00:00 |
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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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andrii.pasternakandClaude Opus 4.5
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615e8033e5
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[Bug Fix] Handle variable-length tensors in MultiModalFlatField batching (#31751)
Signed-off-by: Andrii Pasternak <andriipasternak31@gmail.com>
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
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2026-01-29 10:42:59 +00:00 |
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Isotr0py
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3a92c6f3b5
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[Misc] Cleanup Kimi-K2.5's vision chunk modality entrypoints (#33157)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-01-29 09:46:02 +00:00 |
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Cyrus Leung
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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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ramosandmayufeng
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36d450e3b8
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Adds FunAudioChat multimodal audio model support (#2) (#33058)
Signed-off-by: ramos <49182011+nemoramo@users.noreply.github.com>
Signed-off-by: mayufeng <mayufeng@example.com>
Co-authored-by: mayufeng <mayufeng@example.com>
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2026-01-28 05:18:09 +00:00 |
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b539f988e1
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[Models] Kimi-K2.5 (#33131)
Signed-off-by: wanglinian <wanglinian@stu.pku.edu.cn>
Signed-off-by: wangln19 <96399074+wangln19@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: wanglinian <wanglinian@stu.pku.edu.cn>
Co-authored-by: wangln19 <96399074+wangln19@users.noreply.github.com>
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-01-27 14:50:31 +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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Isotr0py
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8ebf271bb6
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[Misc] Replace urllib's urlparse with urllib3's parse_url (#32746)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-01-22 16:37:15 +08:00 |
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