 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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Walter Beller-Morales
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8be263c3fb
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[Core] Cleanup shm based object store on engine shutdown (#32429)
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
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2026-01-20 08:53:37 +00:00 |
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Karan Bansal
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3055232ba0
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[Feature] Add FIPS 140-3 compliant hash algorithm option for multimodal hashing (#32386)
Signed-off-by: Karan Bansal <karanb192@gmail.com>
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2026-01-18 11:02:01 +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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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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Ning Xie
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9d7ae3fcdb
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[code clean] remove duplicate check (#32376)
Signed-off-by: Andy Xie <andy.xning@gmail.com>
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2026-01-15 05:29:34 +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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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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sangho.leeandIsotr0py
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7e6f123810
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Add Molmo2 multimodal model support (#30997)
Signed-off-by: sanghol <sanghol@allenai.org>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-01-14 15:33:09 +08:00 |
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Cyrus Leung
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252c011012
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[Refactor] Remove MultiModalProfiler (#32254)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-13 15:10:20 +00:00 |
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Cyrus Leung
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eb28e8068d
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[Refactor] Remove get_encoder_dummy_data (#32241)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-13 09:21:23 +00:00 |
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Isotr0py
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cee7436a26
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[Misc] Make scipy as optional audio/benchmark dependency (#32096)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2026-01-11 00:18:57 -08:00 |
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Jeremy Teboul
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657e9c0e18
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[Fix] Introduce audio channels spec (#31595)
Signed-off-by: Jeremy Teboul <jeremyte@meta.com>
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2026-01-09 19:34:51 +00:00 |
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Roger Wang
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db07433ce5
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[Misc] Skip hashing kwargs if value is None (#32025)
Signed-off-by: Roger Wang <hey@rogerw.io>
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2026-01-09 13:20:59 +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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Ning Xie
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c907d22158
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[refactor] refactor memory constants usage (#31865)
Signed-off-by: Andy Xie <andy.xning@gmail.com>
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2026-01-07 18:37:31 +00:00 |
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vSeamar
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6f351548b2
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[Frontend] Implement robust video frame recovery for corrupted videos (#29197)
Signed-off-by: cmartinez <cmartinez@roblox.com>
Signed-off-by: vSeamar <cmartinez@roblox.com>
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2026-01-07 01:13:24 +00:00 |
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Cyrus Leung
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309a8f66ee
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[Bugfix] Handle mistral tokenizer in get_hf_processor (#31817)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-07 07:46:56 +08:00 |
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Nikhil G
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ada6f91d56
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Fix RecursionError in MediaWithBytes unpickling (#31191)
Signed-off-by: Nikhil Ghosh <nikhil@anyscale.com>
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2026-01-06 20:11:26 +00:00 |
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d386ab1412
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[Docs] Improve malformed exception caused by backslash line continuations (#31694)
Signed-off-by: maang <maang_h@163.com>
Signed-off-by: maang <55082429+maang-h@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-01-05 17:51:54 -08:00 |
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Reagan Lee
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1f5b7c41c3
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Add Multimodal Processor Benchmark (#29105)
Signed-off-by: Reagan Lee <reaganjlee@gmail.com>
Signed-off-by: Reagan <reaganjlee@gmail.com>
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2026-01-01 19:26:53 -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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Cyrus Leung
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bb62dda2c3
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[Misc] Introduce encode_*_url utility function (#31208)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-12-23 13:45:21 +00:00 |
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Wenqi Glantz
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4924ac582c
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Add hidden dimension validation for multimodal embedding inputs (#30968)
Signed-off-by: Wenqi Glantz <wglantz@nvidia.com>
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2025-12-19 07:59:36 +00:00 |
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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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