 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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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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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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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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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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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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Cyrus Leung
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28459785ff
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[3/N] Group together media-related code (#32406)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-15 11:52:12 +00:00 |
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Cyrus Leung
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9ea07b41da
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[1/N] Reorganize multimodal processing code (#32327)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-14 15:25:31 +00:00 |
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prashanth058
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d3235cb503
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[Fix] Enable mm_processor_cache with vision LoRA (#31927)
Signed-off-by: prashanth058 <prashanth.dannamaneni@uipath.com>
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2026-01-08 15:31:51 +08:00 |
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Nick Hill
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3b312fb792
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[Minor] Various small code cleanups/simplifications (#31508)
Signed-off-by: njhill <nickhill123@gmail.com>
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2025-12-29 22:42:06 -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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Roger WangandSun Kim
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f5f51e5931
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[Core][MM] Optimize encoder cache manager by operating with embeddings only (#30475)
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Sun Kim <sunytokki@gmail.com>
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2025-12-16 14:18:17 -08:00 |
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Cyrus Leung
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253305d5b2
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[Chore] Delay recent deprecations (#30398)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-12-10 17:48:38 +00:00 |
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Isotr0py
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b952f4d3c3
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[v1] Add PrefixLM support to FlexAttention backend (#27938)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-12-07 15:51:36 +00:00 |
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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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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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Roger Wang
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787b84a9fc
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[Bugfix] Follow-up fix on MediaWithBytes (#29951)
Signed-off-by: Roger Wang <hey@rogerw.io>
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2025-12-03 10:42:49 +00:00 |
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fc6acc88ca
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[Bugfix] Missing cached item in the MultiModalReceiverCache (#28525)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Chenguang Zheng <645327136@qq.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-12-01 10:18:07 -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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d31f7844f8
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[Misc] Move utils to avoid conflicts with stdlib, and move tests (#27169)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-19 05:20:55 -07:00 |
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Cyrus Leung
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4d4d6bad19
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[Chore] Separate out vllm.utils.importlib (#27022)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-17 00:48:59 +00:00 |
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Cyrus Leung
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d2740fafbf
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[Chore] Separate out vllm.utils.collections (#26990)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-16 08:35:35 +00:00 |
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Harry Mellor
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8fcaaf6a16
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Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-12 09:51:31 -07:00 |
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Ayush SatyamandDarkLight1337
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5f7e8a916a
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[Model] Define merge_by_field_config MM interface (U-Z) (#26261)
Signed-off-by: Ayush Satyam <ayushsatyam146@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-07 06:45:49 +00:00 |
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Harry Mellor
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1c0c68202c
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Fix per file ruff ignores related to typing (#26254)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 16:37:55 +00:00 |
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Harry Mellor
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d6953beb91
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Convert formatting to use ruff instead of yapf + isort (#26247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 07:06:22 -07:00 |
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Cyrus Leung
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0ad9951c41
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[Input] Remove unused prompt field (#26097)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-03 00:23:21 -07:00 |
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Cyrus Leung
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12c1287d64
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[mypy] Further improve MM type annotations (#25654)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-09-25 10:57:36 +00:00 |
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Michael Yao
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6c8a3c099b
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[Docs] Fix griffe warnings in vllm/multimodal (#25216)
Signed-off-by: windsonsea <haifeng.yao@daocloud.io>
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2025-09-18 22:10:44 -07:00 |
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7f2ea7074e
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[Frontend][Multimodal] Allow skipping media data when UUIDs are provided. (#23950)
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
Signed-off-by: Roger Wang <hey@rogerw.me>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.me>
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2025-09-13 02:16:06 +00:00 |
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Roger Wang
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749be00a98
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[Core][Multimodal] Allow passing multi_modal_uuids as multimodal identifiers. (#23394)
Signed-off-by: Roger Wang <hey@rogerw.io>
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2025-08-30 18:01:22 -07:00 |
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Flora Feng
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69f46359dd
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[Multimodal] Consolidate mm inputs into MultiModalFeatureSpec (#23779)
Signed-off-by: sfeng33 <4florafeng@gmail.com>
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2025-08-29 18:36:57 +08:00 |
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Maximilien de BayserandWoosuk Kwon
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2554b27baa
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[V0 Deprecation] Remove pooling model support in V0 (#23434)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-08-29 00:04:02 -07:00 |
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Cyrus Leung
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69244e67e6
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[Core] Use key-only cache for BaseMultiModalProcessor (#23018)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-27 14:19:13 +08:00 |
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Roger WangandDarkLight1337
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79f05e4436
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[Multimodal] Always enable hashing mm data (#23308)
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-21 07:23:28 -07:00 |
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Cyrus Leung
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27e8d1ea3e
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[Refactor] Define MultiModalKwargsItems separate from MultiModalKwargs (#23053)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-18 09:52:00 +00:00 |
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Roger WangandRoger Wang
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89657a557c
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[Misc] Fix backward compatibility from #23030 (#23070)
Signed-off-by: Roger Wang <hey@rogerw.me>
Co-authored-by: Roger Wang <hey@rogerw.me>
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2025-08-17 23:33:29 -07:00 |
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Cyrus Leung
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5c32143b9d
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[Refactor] Defer tensor data construction in MultiModalKwargs (#23030)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-16 21:05:50 -07:00 |
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Cyrus Leung
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4dff91c93d
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[Refactor] Allow optional MultiModalKwargsItem in IPC (#23022)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-16 11:30:49 +00:00 |
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Cyrus Leung
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19b927e52d
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[Core] Use individual MM items in P0/P1 cache and model runner (#22570)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-13 07:18:07 -07:00 |
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Cyrus Leung
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951b038298
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[Misc] Move jsontree to utils (#22622)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-11 03:49:32 -07:00 |
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Yuxuan ZhangandIsotr0py
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ed70f3c64f
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Add GLM4.1V model (Draft) (#19331)
Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-07-01 12:48:26 +00:00 |
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Lukas Geiger
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319cb1e351
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[Core] Batch multi modal input using pinned memory (#19169)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2025-06-10 13:44:59 +08:00 |
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Lukas Geiger
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1409ef9134
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[Core] Cast multimodal input in hf processor (#18862)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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2025-06-03 20:24:56 -07:00 |
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