 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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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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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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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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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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ImaGoodFellaandCyrus Leung
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60c3d413af
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[Multimodal][Core] Optimize multimodal preprocessing cache by hashing image bytes instead of pixel values (#29621)
Signed-off-by: Rahul Steiger <rasteiger@ethz.ch>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-12-02 21:49:02 +08:00 |
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Cyrus Leung
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68ffbca7e4
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[Chore] Use tokenizer.encode and tokenizer.decode directly (#29851)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-12-02 12:30:40 +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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fe3398fab2
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[Chore] Enable passing tokenizer=None into MM processor (#29724)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-11-29 06:25:10 -08:00 |
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Cyrus Leung
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34a984274e
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[Misc] Refactor tokenizer interface (#29693)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-11-29 04:02:21 -08:00 |
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Mert UnsalandRoger Wang
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c625d7b1c6
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[Bugfix] Fix O(n²) multimodal string prompt processing (#29667)
Signed-off-by: mertunsall <mertunsal1905@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2025-11-28 16:10:39 -08:00 |
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Cyrus Leung
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1168768a2d
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[Optimization] Early return for _apply_matches and _iter_placeholders (#29668)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-11-28 13:26:47 +00:00 |
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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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Russell BryantandDarkLight1337
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58fab50d82
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[Frontend] Require flag for loading text and image embeds (#27204)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-22 15:52:02 +00:00 |
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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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Harry Mellor
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6c9fdbf725
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[Docs] Replace rst style double-backtick with md single-backtick (#27091)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-17 02:47:34 -07:00 |
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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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Cyrus Leung
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f6cdc9a02f
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[Chore] Rename utils submodules (#26920)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-10-16 03:58:13 +00:00 |
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Cyrus Leung
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136a17fe6e
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[Chore] Separate out vllm.utils.func (#26904)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-15 13:03:58 +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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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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b7e8e4e6be
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[Bugfix] Always apply MM processor even when no MM items are passed (#26240)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-05 10:10:20 +00:00 |
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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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Cyrus Leung
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6488f3481b
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[Misc]] Move processing context to multimodal directory (#25548)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-09-24 08:15:00 +00:00 |
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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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Chenheli Hua
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009d689b0c
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[Core] Simplify and unify mm uuid handling & auto-generated mm hash overrides processing. (#24271)
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
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2025-09-09 21:36:09 -07:00 |
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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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Roger Wang
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8bf6266a17
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[Multimodal] Generate mm_hash based on request metadata when caching is turned off (#23690)
Signed-off-by: Roger Wang <hey@rogerw.io>
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2025-08-27 20:24:31 +00:00 |
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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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Cyrus Leung
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6879cd80ae
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[Refactor] Pass tokenizer explicitly instead of binding to prompt update (#23542)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-25 06:31:57 -07:00 |
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Cyrus Leung
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712d0f88d8
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[Refactor] Dynamic target and content for prompt updates (#23411)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-24 23:39:58 -07:00 |
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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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d3f71f1224
|
[Refactor] Get prompt updates earlier (#23097)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-08-18 12:31:53 +00:00 |
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Cyrus Leung
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27e8d1ea3e
|
[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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Cyrus Leung
|
5c32143b9d
|
[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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8c9da6be22
|
[Core] Simplify mm processing cache (#22457)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-07 09:47:07 -07:00 |
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Cyrus Leung
|
766bc8162c
|
[Core] Store only the keys for multi-modal data in P0 (#22198)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-07 01:45:04 -07:00 |
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Cyrus Leung
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f5d0f4784f
|
[Frontend] Improve error message for too many mm items (#22114)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-08-02 02:20:38 -07:00 |
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Cyrus Leung
|
32dffc2772
|
[Core] Rename get_max_tokens_per_item for backward compatibility (#20630)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-07-08 23:11:30 +00:00 |
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Kyle Sayers
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d8cf819a9a
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[Core] [Bugfix] [Multimodal] Fix multimodal profiling and generation for SFT/PTQed models (#20058)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
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2025-06-30 17:26:49 +00:00 |
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Woosuk KwonandRoger Wang
|
2c5302fadd
|
[Multimodal] Optimize Qwen2/2.5-VL startup time (#19756)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Roger Wang <hey@rogerw.me>
Co-authored-by: Roger Wang <hey@rogerw.me>
|
2025-06-21 20:01:07 +00:00 |
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Simon Mo
|
02f0c7b220
|
[Misc] Add SPDX-FileCopyrightText (#19100)
Signed-off-by: simon-mo <simon.mo@hey.com>
|
2025-06-03 11:20:17 -07:00 |
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Hyogeun Oh (오효근)
|
a68e293cb9
|
[Doc] Convert Sphinx directives ( {class}, {meth}, {attr}, ...) to MkDocs format for better documentation linking (#18663)
Signed-off-by: Zerohertz <ohg3417@gmail.com>
|
2025-05-27 01:44:20 -07:00 |
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Feng XiaoLongandCrucifixion-Fxl
|
4fc1bf813a
|
[Bugfix] Migrate to REGEX Library to prevent catastrophic backtracking (#18454)
Signed-off-by: Crucifixion-Fxl <xmufxl@gmail.com>
Co-authored-by: Crucifixion-Fxl <xmufxl@gmail.com>
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2025-05-23 16:16:26 -07:00 |
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Harry Mellor
|
2edb533af2
|
Replace {func} with mkdocs style links (#18610)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-05-23 05:51:38 -07:00 |
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David XiaandAaron Pham
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749f792553
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[Frontend] decrease import time of vllm.multimodal (#18031)
Co-authored-by: Aaron Pham <Aaronpham0103@gmail.com>
|
2025-05-14 15:43:32 -07:00 |
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Cyrus Leung
|
61e0a506a3
|
[Bugfix] Avoid repeatedly creating dummy data during engine startup (#17935)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2025-05-12 22:40:19 -07:00 |
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Harry Mellor
|
d6484ef3c3
|
Add full API docs and improve the UX of navigating them (#17485)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-05-03 19:42:43 -07:00 |
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