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4625 Commits

Author SHA1 Message Date
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
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
Isotr0py
cf56cf78b4 [V1] Add sliding window support to Flex Attention backend (#24089) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-21 05:08:07 +00:00
Woosuk Kwon
72dd1595b4 [CI] Skip tests failing on main (#25326) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-20 19:57:46 -07:00
Woosuk Kwon
572ddf83ce [Chore] Remove unused sampler in models (#25324) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-20 19:53:20 -07:00
Woosuk Kwon
86647d1cd0 [V0 Deprecation] Remove V0 Output Processor (#25320) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-20 17:57:20 -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
bef180f009 [V0 Deprecation] Enable the remaining multimodal tests in V1 (#25307) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-20 17:50:58 +00:00
lirong
d88918e4c2 [Core] Enable sharded state loader for V1 engine and enhance test coverage (#25308) 
Signed-off-by: pengdrumli <pengdrumli@tencent.com>
 2025-09-20 21:15:22 +08:00
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
Chen Zhang
9607d5eb44 [Hybrid Allocator] Support full attention with different hidden size (#25101) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-09-19 23:43:59 -07:00
Chauncey
f91480b2d4 [Bugfix] fix tool call arguments is empty (#25223) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Co-authored-by: xin.li <xin.li@daocloud.io>
 2025-09-20 13:29:54 +08:00
Nick Hill
535d80056b [Misc] Support more collective_rpc return types (#25294) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-09-20 02:02:38 +00:00
Boyuan Feng
8945b001db [torch.compile] CUDAGraph Inductor partition integration (#24281) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
Signed-off-by: Boyuan Feng <fby.1994@gmail.com>
Signed-off-by: boyuanfeng <boyuan@meta.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-09-20 01:02:15 +00:00
Andrew Sansom
c7e713616a test: Remove vestigial skip for prompt embeds tests after landing v1 Prompt Embeds support (#25291) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
 2025-09-19 17:33:40 -07:00
Lucas Kabela
3da17c2cc2 [Bugfix] Remove VLLM_TEST_DYNAMO_FULLGRAPH_CAPTURE #2969 (#25090) 
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
 2025-09-19 20:27:21 -04:00
Zhiyu
431535b522 Enable modelopt gemma3 nvfp4/fp8, make workflow more robust (#22771) 
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-09-19 22:40:33 +00:00
Alec S
e69e0b8b5f [Frontend] Responses API messages out, just harmony for now (#24985) 
Signed-off-by: Alec Solder <alecs@fb.com>
Co-authored-by: Alec Solder <alecs@fb.com>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
 2025-09-19 21:40:16 +00:00
qizixi
a2a5f79e09 Optimize triton unified attention performance for sliding window attention (#24390) 
Signed-off-by: zixi-qi <qizixi@meta.com>
 2025-09-19 13:07:26 -06:00
Or Ozeri
c59a0eca42 [KV offload][4/N] Offloading KV connector (#22595) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-09-19 19:07:17 +00:00
Jialin Ouyang
2506ce5189 [Core][Prefix Hash] Fix prefix hash metrics sliding window maintainance (#24990) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-09-19 12:22:53 -06:00
Chauncey
47fd08aaf9 [CI/Build] fix test function_calling (#25072) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-09-19 12:16:32 -06:00
Harry Mellor
12aed7e453 Encoder model support for the Transformers backend (#25174) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-19 19:15:22 +01:00
Jee Jee Li
2821986450 [Core] Modify the initialization parameters of the lora manager (#25249) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-09-19 18:01:28 +00:00
Cyrus Leung
6c117cff7d [Frontend] Pass API server count to each process (#23717) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-20 01:15:19 +08:00
Or Ozeri
7ac67ea525 [KV offload][3/N] Add worker-side CPU support (#21448) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-09-19 09:53:45 -07:00
Harry Mellor
aed16879a9 Move ModelConfig from config/__init__.py to config/model.py (#25252) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-19 16:22:33 +00:00
Nicolò Lucchesi
a3d087adec [P/D][Nixl] Introduce KVTransferMetrics and aggregation strategy (#22188) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-09-19 11:09:14 +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
Isotr0py
cea91a32f2 [Kernel][Performance] Add Triton kernel for Qwen3-VL interleaved MRoPE (#25055) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-19 10:27:49 +00:00
Isotr0py
f2718d2948 [Misc] Cleanup test conftest for deprecated encoder-decoder models (#25231) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-19 07:44:56 +00:00
Andrew Xia
6d8246aaff [gpt-oss] Add ResponseReasoningPartAddedEvent, ResponseReasoningPartDoneEvent for streaming (#24938) 
Signed-off-by: Andrew Xia <axia@meta.com>
 2025-09-18 19:11:59 -07:00
Or Ozeri
9d1c50a5ac [KV offload][2/N] Introduce LRU-based CPU offloading management (#20075) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-09-19 00:20:51 +00:00
Andrew Sansom
9a4600e4dc [CORE] Prompt Embeddings Support for v1 Engine (#24278) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: Andrew Sansom <qthequartermasterman@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-09-19 08:03:09 +08:00
Or Ozeri
a53ad626d6 [KV offload][1b/N] rename offloading to kv_offload (#25191) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-09-18 20:53:52 +00:00
Woosuk Kwon
e19bce40a1 [V0 Deprecation] Remove AsyncLLMEngine (#25025) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-18 11:07:42 -07:00
Or Ozeri
505805b645 [KV offload][1/N] Introduce an offloading component (#19848) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-09-18 10:57:07 -07:00
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
jvlunteren
01a583fea4 [Kernel] Decouple Tile Size from Block Size in Triton Unified Attention Kernel (#21197) 
Signed-off-by: Jan van Lunteren <jvl@zurich.ibm.com>
 2025-09-18 14:27:01 +00:00
Roger Wang
21da73343a [Misc] Clean up flags in vllm bench serve (#25138) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2025-09-18 12:43:33 +00:00
Asaf Joseph Gardin
66072b36db [Bugfix][Mamba] - Fix Conv State Kernel FP32 Support (#24883) 
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
 2025-09-18 12:21:17 +00:00
Chauncey
cc935fdd7e [Frontend] Support setting logprobs to -1 (#25031) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-09-18 10:34:42 +00:00
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
Gerard Finol
aa3f105c59 Add 'path' option to ImagePrompt data_format (#25081) 
Signed-off-by: Gerard Finol <gerard.finol@urv.cat>
 2025-09-18 02:02:14 -07:00
Benjamin Chislett
b7433ca1a4 [Spec Decode] Efficient padded speculation (#24539) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2025-09-18 01:07:24 -04:00
Woosuk Kwon
5c65a72bb1 [V0 Deprecation] Remove more V0 tests (#25117) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-17 22:05:25 -07:00
Andrew Sansom
bec060fd99 Mark prompt logprobs as incompatible with prompt embeds at API level (#25077) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
 2025-09-17 21:25:07 -07:00
Woosuk Kwon
7fb2a5be28 [V0 Deprecation] Skip PP test (#25128) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-17 20:18:36 -07:00
Woosuk Kwon
6c036615dc [V0 Deprecation] Remove misc V0 tests (#25118) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-17 19:41:55 -07:00
Woosuk Kwon
2fc24e94f9 [V0 Deprecation] Remove V0 Tracing & Metrics tests (#25115) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-17 19:40:44 -07:00