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140 Commits

Author SHA1 Message Date
Ben Browning
e1dd706cd1
[Frontend] Respect Chat Completion parallel_tool_calls param (#26233) 
Signed-off-by: Ben Browning <bbrownin@redhat.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2025-11-25 09:56:15 +00:00
Nick Hill
db2906108a
[Misc] Streamline unique id generation (#29375) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-25 08:30:11 +00:00
Nick Hill
a178a0b40b
[BugFix] Fix duplicate id tool-call race condition (#29355) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-25 01:54:26 +00:00
Software Developer
4d01b64284
[Bugfix] - Add Trace Headers to Beam Search Path (#29100) 
Signed-off-by: dsuhinin <suhinin.dmitriy@gmail.com>
 2025-11-20 20:00:33 +00:00
rookie
56f45eddaf
[Frontend] Optimize beam search loop by sorting and then splicing (#19347) 
Signed-off-by: zhangguozhu <zhangguozhu@360.cn>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: zhangguozhu <zhangguozhu@360.cn>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-11-20 09:02:30 -08:00
Nicolò Lucchesi
6f1e7f7226
[DisaggEverything] Tokens in<>out /generate endpoint (#24261) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-14 09:58:01 -07:00
Srreyansh Sethi
360bd8762f
[Frontend] Added chat-style multimodal support to /classify. (#27516) 
Signed-off-by: WorldExplored <srreyansh.sethi@gmail.com>
Signed-off-by: Srreyansh Sethi <107075589+WorldExplored@users.noreply.github.com>
Signed-off-by: vnadathur <glvikramn@gmail.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: vnadathur <236933696+vnadathur@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: vnadathur <glvikramn@gmail.com>
Co-authored-by: wang.yuqi <noooop@126.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2025-11-14 11:03:55 +00:00
Andrew Xia
7c38ed0f1c
[Frontend] split append tool output (#28333) 
Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>
 2025-11-13 04:03:23 +00:00
Andrew Xia
4b94ed8f92
[Frontend][2/n] remove empty content from _parse_tool_calls_from_content (#28331) 
Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>
 2025-11-10 14:07:49 -08:00
Chauncey
59a50afa08
[Frontend] OpenAI Responses API supports Tool/Function calling - non-harmony (#26874) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-11-06 10:40:03 +00:00
Chauncey
0976711f3b
[Refactor] to simplify and extract the shared logic between chat completion and responses (#27961) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-11-05 15:46:39 +08:00
Chenguang Zheng
103a468bbf
[bugfix] Missing cached item in beam search (#27874) 
Signed-off-by: fake0fan <645327136@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-31 17:34:27 +00:00
cong-meta
a2981c4272
[EP/DP][API Server] Enable DP-aware routing in OpenAI API requests (#24945) 
Co-authored-by: Cong Chen <prowindy@gmail.com>
 2025-10-30 12:10:16 -07:00
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
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
Cyrus Leung
f6cdc9a02f
[Chore] Rename utils submodules (#26920) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-16 03:58:13 +00:00
Cyrus Leung
828523ad8e
[Chore] Separate out vllm.utils.async_utils (#26913) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-15 15:33:00 +00:00
Cyrus Leung
136a17fe6e
[Chore] Separate out vllm.utils.func (#26904) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-15 13:03:58 +00:00
Max Wittig
fd85c9f426
[Bugfix][FE]: Always include usage with --enable-force-include-usage (#20983) 
Signed-off-by: Max Wittig <max.wittig@siemens.com>
Signed-off-by: Antoine Auger <antoineauger@users.noreply.github.com>
Co-authored-by: Antoine Auger <antoineauger@users.noreply.github.com>
 2025-10-14 09:17:39 +02:00
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
Chauncey
d0bed837ac
[Refactor]Reduce duplicate code in serving_chat (#26627) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-10-11 12:04:49 +00:00
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
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
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
Isotr0py
a42d2df75f
[Frontend] Cache chat template kwargs resolution (#26227) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-04 15:32:30 +00:00
Ben Browning
ea25a76c05
[BugFix] Use async Mistral Tokenizer in Chat Completions (#26134) 
Signed-off-by: Ben Browning <bbrownin@redhat.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-04 09:42:08 +08:00
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
Yang Liu
812b7f54a8
[Renderer] Move Processor out of AsyncLLM (#24138) 
Signed-off-by: Yang <lymailforjob@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-03 11:29:45 +00:00
Hyogeun Oh (오효근)
b419937c78
[Docs] Fix warnings in mkdocs build (continued) (#25163) 
Signed-off-by: Zerohertz <ohg3417@gmail.com>
 2025-09-18 08:23:26 -07:00
Harry Mellor
c1eda615ba
Fix model name included in responses (#24663) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-11 10:47:51 -07:00
Flora Feng
77f62613f9
Consolidate rendering parameters into RenderConfig dataclass (#24543) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2025-09-10 08:44:47 +00:00
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
Flora Feng
0661cb9df3
Add renderer-based prompt processing for embedding and classification endpoints (#24356) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2025-09-07 08:26:48 +00:00
Flora Feng
712b273f65
[Refactor] Introduce basic Renderer for completion-style request (#24010) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2025-09-04 05:21:12 +00:00
Chenheli Hua
f399182e8c
Run ruff format on a few files. (#24075) 
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
 2025-09-02 17:55:32 +00:00
Woosuk Kwon
5685370271
[Chore][V0 Deprecation] Move LogProb to a separate file (#24055) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-01 12:07:53 -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
22quinn
4d7fe40fc0
[RL][BugFix] Fix missing tokenizer error for token-in-token-out (#23904) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-08-30 01:09:55 +08:00
Chen Zhang
3210264421
[Frontend] Add --log-error-stack to print stack trace for error response (#22960) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-27 04:58:59 +00:00
Andrew Sansom
78863f8c5c
[BugFix] Add support for loading prompt embeds tensors serialized on unavailable devices and sparse tensors (#22962) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
 2025-08-16 06:25:10 +00:00
Roger Wang
da2705198f
[Misc] clear and separate error messages for input too long and input + max-tokens too long (#22803) 
Signed-off-by: Roger Wang <hey@rogerw.me>
 2025-08-13 07:22:56 -07:00
Andrew Sansom
e2c8f1edec
[PERF] Use pybase64 to more quickly decode prompt embeddings (#22469) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
 2025-08-07 19:15:32 -07:00
Moritz Sanft
370661856b
[Frontend] Update OpenAI error response to upstream format (#22099) 
Signed-off-by: Moritz Sanft <58110325+msanft@users.noreply.github.com>
 2025-08-06 23:06:00 -07:00
Woosuk Kwon
ec7cb19224
[gpt-oss] Add loop for built-in tool call (#22374) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: Minseok Lee <47620120+minseokl@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
 2025-08-06 10:32:21 -07:00
Alexandre JUAN
2f6e6b33fb
[Bugfix] Fix isinstance check for tensor types in _load_prompt_embeds to use dtype comparison (#21612) 
Signed-off-by: Alexandre Juan <a.juan@netheos.net>
 2025-07-25 20:11:10 -07:00