Vensen
0ce743f4e1
Fix(llm): Abort orphaned requests when llm.chat() batch fails Fixes #26081 ( #27420 )
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Signed-off-by: vensenmu <vensenmu@gmail.com>
2025-11-02 16:24:01 +00:00
Benjamin Bartels
1e88fb751b
Adds anthropic /v1/messages endpoint to openai api_server ( #27882 )
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Signed-off-by: bbartels <benjamin@bartels.dev>
Signed-off-by: Benjamin Bartels <benjamin@bartels.dev>
2025-11-01 12:45:42 -07:00
wenxindongwork
af6e19f50f
[Core][TPU] Support TPU Data Parallalism ( #27365 )
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Signed-off-by: wenxindongwork <wenxindong@google.com>
2025-11-01 17:14:44 +00:00
Vinay R Damodaran
5e8862e9e0
[Feature] Pydantic validation for scheduler.py and structured_outputs.py ( #26519 )
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Signed-off-by: Vinay Damodaran <vrdn@hey.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-31 18:05:50 +00:00
Nick Hill
9e5bd3076e
[Cleanup] Remove no-longer-used SpeculativeConfig.enable_chunked_prefill ( #27826 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-10-31 10:57:45 -07:00
Chenguang Zheng
103a468bbf
[bugfix] Missing cached item in beam search ( #27874 )
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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 )
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Co-authored-by: Cong Chen <prowindy@gmail.com>
2025-10-30 12:10:16 -07:00
wang.yuqi
4464723f22
[Frontend][Doc][5/N] Improve all pooling task | Polish encode (pooling) api & Document. ( #25524 )
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Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-10-30 12:13:05 +00:00
Cyrus Leung
ecca3fee76
[Frontend] Add vllm bench sweep to CLI ( #27639 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-29 05:59:48 -07:00
Alec S
ab2eb27b74
[Frontend] [gpt-oss] Mcp type bug ( #27689 )
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Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Signed-off-by: Alec Solder <alecs@fb.com>
Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com>
Co-authored-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Co-authored-by: Alec Solder <alecs@fb.com>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
2025-10-29 10:01:32 +00:00
Alec S
3c7fefdeba
[Frontend] [gpt-oss] Tool json call parsing error retry ( #27675 )
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Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Signed-off-by: Alec Solder <alecs@fb.com>
Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com>
Co-authored-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Co-authored-by: Alec Solder <alecs@fb.com>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
2025-10-29 09:42:44 +00:00
Junpu Fan
b186149e8e
[Bugfix][Frontend] validate arg priority in frontend LLM class before add request ( #27596 )
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Signed-off-by: Junpu Fan <junpufan@gmail.com>
2025-10-28 14:02:43 +00:00
wangln19
446912d1cb
fix: allow HuggingFace standard chat template params via **kwargs ( #27622 )
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Signed-off-by: wangln19 <wanglinian@dev.wanglinian.msh-dev.svc.cluster.local>
Signed-off-by: wangln19 <96399074+wangln19@users.noreply.github.com>
Co-authored-by: wangln19 <wanglinian@dev.wanglinian.msh-dev.svc.cluster.local>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-10-28 21:12:34 +08:00
Cyrus Leung
f58d9b6404
[Misc] Separate out utils.counter and move utils.Device to engine ( #27588 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-28 12:20:46 +00:00
Nick Hill
7a865f2325
[V0 Deprecation] Remove vestigial V0 logits_processors.py file ( #27601 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-10-28 19:17:45 +08:00
wangln19
2fa90bda27
Fix a robust parsing issue in KimiK2ToolParser that causes IndexError ( #27565 )
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Signed-off-by: wangln19 <wanglinian@dev.wanglinian.msh-dev.svc.cluster.local>
Co-authored-by: wangln19 <wanglinian@dev.wanglinian.msh-dev.svc.cluster.local>
2025-10-28 11:11:50 +00:00
Andrew Xia
53a56e658b
[gpt-oss][2/N] Support input_messages in responsesRequest ( #26962 )
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Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>
2025-10-27 23:15:49 +00:00
Cyrus Leung
6ebffafbb6
[Misc] Clean up more utils ( #27567 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-27 15:30:38 +00:00
Chauncey
a4fc21895e
[Bugfix] Fixed when return_token_ids=False, the first event still contains prompt_token_ids. ( #27561 )
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Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
2025-10-27 11:06:43 +00:00
Cyrus Leung
7c2bdb83dc
[Misc] Clean up utils ( #27552 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-27 09:05:40 +00:00
Roger Young
720af6ab79
[Model][MiniMax-M2] Support MiniMax-M2 Model ( #27535 )
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Signed-off-by: xuebi <xuebi@minimaxi.com>
Co-authored-by: xuebi <xuebi@minimaxi.com>
2025-10-27 00:59:11 +08:00
Yeshwanth N
71b1c8b667
[Chore]:Extract math and argparse utilities to separate modules ( #27188 )
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Signed-off-by: Yeshwanth Surya <yeshsurya@gmail.com>
Signed-off-by: Yeshwanth N <yeshsurya@gmail.com>
Signed-off-by: yeshsurya <yeshsurya@gmail.com>
2025-10-26 04:03:32 -07:00
Chauncey
3567816932
[Refactor] move tool parsing logic from protocol.py to the tool parser ( #27383 )
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Co-authored-by: Aaron Pham <contact@aarnphm.xyz>
2025-10-24 09:53:23 +00:00
22quinn
e0ef8a2920
[BugFix] Fix torchrun DP with LLM class ( #27395 )
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Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
2025-10-24 08:11:37 +00:00
strinczer
074475541a
[Bugfix] Fix Pydantic union resolution for ResponseFunctionToolCall in Responses API ( #26706 )
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Signed-off-by: Shai Trinczer <strinczer@icloud.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
2025-10-23 22:53:42 -07:00
wang.yuqi
3fa2c12185
[Frontend][4/N] Improve all pooling task | Add plugin pooling task ( #26973 )
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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 )
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Signed-off-by: wang.yuqi <noooop@126.com>
2025-10-23 14:03:42 +08:00
dongbo910220
a0003b56b0
[Chore] Separate out system utilities from vllm.utils ( #27201 )
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Signed-off-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-10-22 20:25:25 +00:00
RED
c9461e05a4
Support Anthropic API /v1/messages Endpoint ( #22627 )
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Signed-off-by: liuli <ll407707@alibaba-inc.com>
Co-authored-by: liuli <ll407707@alibaba-inc.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-10-22 09:13:18 -07:00
Russell Bryant
58fab50d82
[Frontend] Require flag for loading text and image embeds ( #27204 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-22 15:52:02 +00:00
Wentao Ye
1a0f4defb7
[Log] Add Warning for LLM(data_parallel_size=k) single-process DP Usage ( #27282 )
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-10-22 12:12:21 +00:00
wang.yuqi
1f633b8632
[Frontend][3/N] Improve all pooling task | Support binary embedding response ( #27066 )
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Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-10-22 18:38:57 +08:00
ExtReMLapin
a4c29e6e82
fixed reasoning streaming with tool_choice="required" ( #24108 )
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Signed-off-by: CNE Pierre FICHEPOIL <pierre-1.fichepoil@gendarmerie.interieur.gouv.fr>
Signed-off-by: ExtReMLapin <3909752+ExtReMLapin@users.noreply.github.com>
Co-authored-by: CNE Pierre FICHEPOIL <pierre-1.fichepoil@gendarmerie.interieur.gouv.fr>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
2025-10-22 09:42:55 +00:00
Nick Hill
647214f3d5
[V0 Deprecation] Remove V0 executors ( #27142 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-10-21 11:09:37 -07:00
Russell Bryant
3ada34f9cb
[Frontend] Enforce tokenize=False when applying chat template ( #27205 )
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-10-21 02:57:34 +00:00
Cyrus Leung
d31f7844f8
[Misc] Move utils to avoid conflicts with stdlib, and move tests ( #27169 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-19 05:20:55 -07:00
iAmir97
7a6c8c3fa1
[Chore] Separate out vllm.utils.network_utils ( #27164 )
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Signed-off-by: iAmir97 <Amir.balwel@embeddedllm.com>
Co-authored-by: iAmir97 <Amir.balwel@embeddedllm.com>
2025-10-19 03:06:32 -07:00
Cyrus Leung
b3aba04e5a
[Benchmark] Convenience script for multiple parameter combinations ( #27085 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-18 23:57:01 -07:00
Hanchenli
7c572544e4
[GPT-OSS] Structure_Tag support for gpt-oss tool-call in cot ( #25515 )
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Signed-off-by: Hanchenli <lihanc2002@gmail.com>
Signed-off-by: Hanchenli <61769611+Hanchenli@users.noreply.github.com>
Signed-off-by: Wei Wei <wwei6@meta.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Wei Wei <wwei6@meta.com>
Co-authored-by: Wei Wei <weiweinpu@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-10-17 21:55:54 -07:00
Harry Mellor
6c9fdbf725
[Docs] Replace rst style double-backtick with md single-backtick ( #27091 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-17 02:47:34 -07:00
Cyrus Leung
4d4d6bad19
[Chore] Separate out vllm.utils.importlib ( #27022 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-17 00:48:59 +00:00
Andrew Xia
e6ba2000ae
[gpt-oss][1/N] EZ: refactor serving_responses for modularity ( #26948 )
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Signed-off-by: Andrew Xia <axia@meta.com>
2025-10-16 18:44:06 +00:00
Cyrus Leung
d2740fafbf
[Chore] Separate out vllm.utils.collections ( #26990 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-16 08:35:35 +00:00
Cyrus Leung
f6cdc9a02f
[Chore] Rename utils submodules ( #26920 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-16 03:58:13 +00:00
InChang Jeong
0ecc553ee6
[Bugfix] reasoning_parser parameter handling in run_batch.py ( #26225 )
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Signed-off-by: inc-jeong <inc.jeong@navercorp.com>
Signed-off-by: InChang Jeong <inc.jeong@navercorp.com>
Co-authored-by: USER <user@AL02367916.local>
2025-10-16 10:24:05 +08:00
Pradeep Dasigi
4794c2bd92
Olmo 3 tool parser and tests ( #26143 )
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Signed-off-by: Pradeep Dasigi <pradeepd@allenai.org>
2025-10-15 16:36:12 +00:00
Cyrus Leung
828523ad8e
[Chore] Separate out vllm.utils.async_utils ( #26913 )
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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 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-15 13:03:58 +00:00
wangxiyuan
8f4b313c37
[Misc] rename torch_dtype to dtype ( #26695 )
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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 )
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Signed-off-by: wang.yuqi <noooop@126.com>
2025-10-15 11:14:41 +00:00