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234 Commits

Author SHA1 Message Date
Junpu Fan
b186149e8e
[Bugfix][Frontend] validate arg priority in frontend LLM class before add request (#27596) 
Signed-off-by: Junpu Fan <junpufan@gmail.com>
 2025-10-28 14:02:43 +00:00
Cyrus Leung
f58d9b6404
[Misc] Separate out utils.counter and move utils.Device to engine (#27588) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-28 12:20:46 +00:00
22quinn
e0ef8a2920
[BugFix] Fix torchrun DP with LLM class (#27395) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-10-24 08:11:37 +00:00
wang.yuqi
3fa2c12185
[Frontend][4/N] Improve all pooling task | Add plugin pooling task (#26973) 
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Christian Pinto <christian.pinto@ibm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Christian Pinto <christian.pinto@ibm.com>
 2025-10-23 14:46:18 +00:00
wang.yuqi
3729ed00ba
[Model] Add num_cached_tokens for PoolingRequestOutput (#27378) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-10-23 14:03:42 +08:00
Wentao Ye
1a0f4defb7
[Log] Add Warning for LLM(data_parallel_size=k) single-process DP Usage (#27282) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-22 12:12:21 +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
wangxiyuan
8f4b313c37
[Misc] rename torch_dtype to dtype (#26695) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-10-15 12:11:48 +00:00
wang.yuqi
f54f85129e
[Model][2/N] Improve all pooling task | Support multi-vector retrieval (#25370) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-10-15 11:14:41 +00:00
Morrison Turnansky
96b9aa5aa0
[Frontend][torch.compile] CompilationConfig Overhaul (#20283): name change compilation level to compilation mode, deprecation compilation level (#26355) 
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-15 02:51:16 +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
Harry Mellor
2f99f2f506
Tidy vllm/config/__init__.py to only add classes and functions (#26405) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-08 07:10:00 -07:00
Grant Holmes (Ren)
d100d78eb3
Optimize KV cache distribution for asymmetric pipeline parallelism (#25164) 
Signed-off-by: gholmes829 <g.holmes429@gmail.com>
 2025-10-07 09:20:30 +00:00
Cyrus Leung
d9836d4517
[Deprecation] Deprecate LLM.set_tokenizer (#26333) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-07 06:50:57 +00:00
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
b893d661b1
Fix per file ruff ignores related to simplification (#26259) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 20:31:53 +00:00
Harry Mellor
4e256cadc2
Remove all references to yapf as it's no longer used (#26251) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 09:18:11 -07:00
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
d78fda7cda
[Renderer] Move Processor out of LLMEngine (#26165) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-03 15:08:22 +00:00
Russell Bryant
3958b96bf5
Add option to restrict media domains (#25783) 
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Chenheli Hua <huachenheli@outlook.com>
 2025-09-27 01:23:52 +00:00
Woosuk Kwon
2e19a848d4
[V0 Deprecation] Remove max_seq_len_to_capture (#25543) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-24 01:51:39 -07:00
Harry Mellor
3d2c56b7a9
Make mypy behave like a proper pre-commit hook (#25313) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-09-22 12:23:45 +00:00
Woosuk Kwon
0ff8ebb2d7
[V0 Deprecation] Remove async_output_proc, preemption mode, delay factor (#25334) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-21 08:52:32 -07:00
Woosuk Kwon
52c2a8d4ad
[V0 Deprecation] Remove LLMEngine (#25033) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-20 17:56:30 -07:00
Cyrus Leung
3d9a1d2de5
[V1] Support LLM.apply_model (#18465) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-20 07:14:35 +00:00
Harry Mellor
058525b997
Move PoolerConfig from config/__init__.py to config/pooler.py (#25181) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-19 11:02:55 +00:00
wang.yuqi
5f696c33b1
[New Model] Support BertForTokenClassification / Named Entity Recognition (NER) task (#24872) 
Signed-off-by: wang.yuqi <noooop@126.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-18 23:22:01 +08:00
Aaron Pham
29283e8976
[Chore] Cleanup guided namespace, move to structured outputs config (#22772) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-18 09:20:27 +00:00
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
7f2ea7074e
[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>
 2025-09-13 02:16:06 +00:00
Maximilien de Bayser
e090b7b45b
Enable conversion of multimodal models to pooling tasks (#24451) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
 2025-09-12 03:30:41 +00:00
Boyuan Feng
94e6b2d55f
Allow users to specify kv cache memory size (#21489) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-11 13:41:07 +00:00
Harry Mellor
3e0d4a3475
Move KVTransferConfig from config/__init__.py to config/kv_transfer.py (#24434) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-08 20:30:32 -07:00
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
Didier Durand
9701352e4b
[Doc]: fix typos in Python comments (#24001) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-08-31 08:21:59 +00:00
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
Chen Zhang
142ac08030
[Frontend] Optimize beam search performance by limiting concurrency (#23599) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-27 04:59:14 +00:00
Hyogeun Oh (오효근)
730d0ac8b9
[Docs] Fix warnings in mkdocs build (#23649) 
Signed-off-by: Zerohertz <ohg3417@gmail.com>
Signed-off-by: Hyogeun Oh (오효근) <ohg3417@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-26 18:19:23 +00:00
Cyrus Leung
8896eb72eb
[Deprecation] Remove prompt_token_ids arg fallback in LLM.generate and LLM.embed (#18800) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-22 10:56:57 +08:00
afeldman-nm
bf7f470b22
[V1] Logits processors extensibility (#19912) 
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
Signed-off-by: Andrew Feldman <afeld2012@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Andrew Feldman <afeld2012@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-16 12:59:17 -07:00
wang.yuqi
84cf78acee
[Model] Pooling models default to using chunked prefill & prefix caching if supported. (#20930) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-11 09:41:37 -07:00
Maximilien de Bayser
39052dbca8
Support token_type_ids in V1 with less code changes (#21985) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
 2025-08-10 22:54:59 -07:00
wang.yuqi
586f286789
[Model] Pooling model activation supports per request control by PoolingParams (#20538) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-05 00:37:00 -07:00
wang.yuqi
65f311ce59
[Frontend] Add LLM.reward specific to reward models (#21720) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-07-29 20:56:03 -07:00