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142 Commits

Author SHA1 Message Date
Reagan Lee
1f5b7c41c3 Add Multimodal Processor Benchmark (#29105) 
Signed-off-by: Reagan Lee <reaganjlee@gmail.com>
Signed-off-by: Reagan <reaganjlee@gmail.com>
 2026-01-01 19:26:53 -08:00
Nick Hill
3b312fb792 [Minor] Various small code cleanups/simplifications (#31508) 
Signed-off-by: njhill <nickhill123@gmail.com>
 2025-12-29 22:42:06 -08:00
Kayvan Mivehnejad
634a14bd7d Strengthen input validation and tests for 'parse_raw_prompts’. (#30652) 
Signed-off-by: Kayvan Mivehnejad <K.Mivehnejad@gmail.com>
 2025-12-18 19:51:58 +00:00
Kayvan Mivehnejad
29f7d97715 Improve parse_raw_prompt test cases for invalid input .v2 (#30512) 
Signed-off-by: Kayvan Mivehnejad <K.Mivehnejad@gmail.com>
 2025-12-14 11:18:41 +08:00
Cyrus Leung
e83b7e379c Revert "[Renderer] Separate out RendererConfig from ModelConfig (#30145)" (#30199) 2025-12-07 00:00:22 -08:00
Cyrus Leung
27f4c2fd46 [Renderer] Separate out RendererConfig from ModelConfig (#30145) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-06 23:15:42 -08:00
Nicolò Lucchesi
bff78310d9 [Enc-Dec] Fix OOT tokenizer issue (#30144) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-12-05 19:23:33 +00:00
Cyrus Leung
fe3398fab2 [Chore] Enable passing tokenizer=None into MM processor (#29724) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-29 06:25:10 -08:00
Cyrus Leung
34a984274e [Misc] Refactor tokenizer interface (#29693) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-29 04:02:21 -08:00
Roger Wang
7f064491f8 [Bugfix][Perf] Revert applying HF processor on text-only inputs for multimodal models (#28858) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-11-17 14:49:25 +00:00
Cyrus Leung
d31f7844f8 [Misc] Move utils to avoid conflicts with stdlib, and move tests (#27169) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-19 05:20:55 -07:00
Harry Mellor
6c9fdbf725 [Docs] Replace rst style double-backtick with md single-backtick (#27091) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-17 02:47:34 -07:00
Cyrus Leung
d2740fafbf [Chore] Separate out vllm.utils.collections (#26990) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-16 08:35:35 +00:00
Harry Mellor
8fcaaf6a16 Update Optional[x] -> x | None and Union[x, y] to x | y (#26633) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-12 09:51:31 -07:00
Cyrus Leung
ad430a67ca [Metrics] Log multi-modal cache stats and fix reset (#26285) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-10 01:45:55 -07:00
Cyrus Leung
4bdf7ac593 [Bugfix] Fix SHM cache initialization (#26427) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-09 02:48:04 -07:00
Zhuohan Li
ebf6ef1a9b [Minor] Change warning->warning_once in preprocess (#26455) 
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
 2025-10-08 21:09:06 -07:00
Cyrus Leung
391612e78b [Frontend] Consolidate tokenizer init code (#26276) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-06 09:34:52 +00:00
Harry Mellor
d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
Cyrus Leung
b7e8e4e6be [Bugfix] Always apply MM processor even when no MM items are passed (#26240) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-05 10:10:20 +00:00
Cyrus Leung
119f00630b [Renderer] Clean up renderer code (#26216) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-04 17:05:29 +00:00
Cyrus Leung
d78fda7cda [Renderer] Move Processor out of LLMEngine (#26165) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-03 15:08:22 +00:00
Cyrus Leung
0ad9951c41 [Input] Remove unused prompt field (#26097) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-03 00:23:21 -07:00
Andrew Sansom
e84e0735c7 fix: revert cast to cpu in MsgpackEncoder._encode_tensor to avoid hidden performance regressions (#25738) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
 2025-09-26 01:18:05 -07:00
Cyrus Leung
3d54bdcb73 [Optimization] Streamline InputPreprocessor (#25702) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-25 21:06:49 +00:00
Harry Mellor
8c853050e7 [Docs] Enable fail_on_warning for the docs build in CI (#25580) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-24 19:30:33 +00:00
Cyrus Leung
6488f3481b [Misc]] Move processing context to multimodal directory (#25548) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-24 08:15:00 +00:00
Cyrus Leung
fed8a9b107 [Misc] Retry HF processing if "Already borrowed" error occurs (#25535) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-23 22:32:11 -07:00
Woosuk Kwon
26e673fe93 [V0 Deprecation] Remove V0 Sequence class & Sampler (#25332) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-09-21 08:52:15 -07:00
Zhuohan Li
6c47f6bfa4 [Core] Remove tokenizer group in vLLM (#24078) 
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
 2025-09-17 08:42:59 +00:00
Chenheli Hua
009d689b0c [Core] Simplify and unify mm uuid handling & auto-generated mm hash overrides processing. (#24271) 
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
 2025-09-09 21:36:09 -07:00
Flora Feng
15cb047e25 Extend renderer with embedding support and integrate completion endpoint (#24405) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2025-09-10 01:46:46 +08:00
Chenheli Hua
01dfb5e982 [Frontend] User-provided uuids for medias in chat. (RFC #22044) (#23449) 
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
Signed-off-by: Roger Wang <hey@rogerw.me>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.me>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-09-08 06:42:20 -07:00
Christian Pinto
1cb39dbcdd [Misc] IO Processor plugins for pooling models (#22820) 
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Max de Bayser <mbayser@br.ibm.com>
 2025-08-31 23:07:12 -07:00
Roger Wang
749be00a98 [Core][Multimodal] Allow passing multi_modal_uuids as multimodal identifiers. (#23394) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-08-30 18:01:22 -07:00
Gabriel Marinho
5b8077b8ac Fix wrong truncate_prompt_tokens type hint (#22761) 
Signed-off-by: Gabriel Marinho <gmarinho@ibm.com>
Signed-off-by: Gabriel Marinho <104592062+gmarinho2@users.noreply.github.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Max de Bayser <mbayser@br.ibm.com>
 2025-08-30 20:39:38 +00:00
Maximilien de Bayser
2554b27baa [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>
 2025-08-29 00:04:02 -07:00
Roger Wang
8bf6266a17 [Multimodal] Generate mm_hash based on request metadata when caching is turned off (#23690) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-08-27 20:24:31 +00:00
Cyrus Leung
69244e67e6 [Core] Use key-only cache for BaseMultiModalProcessor (#23018) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-27 14:19:13 +08:00
Roger Wang
79f05e4436 [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>
 2025-08-21 07:23:28 -07:00
Cyrus Leung
5c32143b9d [Refactor] Defer tensor data construction in MultiModalKwargs (#23030) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-16 21:05:50 -07:00
Cyrus Leung
951b038298 [Misc] Move jsontree to utils (#22622) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-11 03:49:32 -07:00
Harry Mellor
00976db0c3 [Docs] Fix warnings in docs build (#22588) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-10 05:49:51 -07:00
Cyrus Leung
82de9b9d46 [Misc] Automatically resolve HF processor init kwargs (#22005) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-31 22:44:10 -07:00
Michael Goin
82ec66f514 [V0 Deprecation] Remove Prompt Adapters (#20588) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-07-23 16:36:48 -07:00
Isotr0py
01cae37713 [CI/Build] Ensure compatability with Transformers v4.53 (#20541) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-07-11 20:53:07 -07:00
Harry Mellor
3482fd7e4e [Doc] Add engine args back in to the docs (#20674) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-07-10 08:02:40 -07:00
Kyle Sayers
d8cf819a9a [Core] [Bugfix] [Multimodal] Fix multimodal profiling and generation for SFT/PTQed models (#20058) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2025-06-30 17:26:49 +00:00
Isotr0py
e936e401de [Bugfix] Fix processor initialization in transformers 4.53.0 (#20244) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-06-30 10:16:16 +00:00
Isotr0py
2db9044ab6 [Bugfix] Fix auto dtype casting for BatchFeature (#19316) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-06-14 15:13:08 +00:00