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528 Commits

Author SHA1 Message Date
Jonas M. Kübler
58c360d9be
[Bug] fix import and unit test (#25558) 
Signed-off-by: Jonas M. Kübler <44084297+jmkuebler@users.noreply.github.com>
 2025-09-24 10:17:59 +00:00
Chengji Yao
190c45a6af
[TPU][Bugfix] fix the missing apply_model in tpu worker (#25526) 
Signed-off-by: Chengji Yao <chengjiyao@google.com>
 2025-09-24 05:18:08 +00:00
Benjamin Chislett
c30b405b8f
[Spec Decode] Enable FlashInfer Spec Decoding (#25196) 
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: lhsjohn <huashuoli@tencent.com>
 2025-09-23 22:29:58 -04:00
Doug Smith
7ad5e50adf
Improve output when failing json.loads() on structured output test (#25483) 
Signed-off-by: dougbtv <dosmith@redhat.com>
 2025-09-23 18:03:31 -06:00
kourosh hakhamaneshi
abad204be6
[BugFix] Fix OOM in vLLM replicas by ensuring consistent NCCL memory accounting (#25359) 
Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
 2025-09-23 15:49:09 -07:00
Jialin Ouyang
4f8c4b890a
[Core] Use KVCacheBlock as much as possible instead of dict[block_id, KVCacheBlock] (#24830) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-09-23 15:11:14 -07:00
jiahanc
d5944d5146
[Speculators][Speculative Decoding] Fix gpt-oss eagle3 accuracy issue (#25406) 
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
 2025-09-23 15:44:35 -04:00
Harry Mellor
875d6def90
Add backward compatibility for GuidedDecodingParams (#25422) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-09-23 17:07:30 +01:00
Lucas Wilkinson
cc1dc7ed6d
[Core/DBO][2/N] Dual-Batch Overlap add DeepEP High Throughput support and Prefill support (#24845) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-09-23 16:02:10 +00:00
Peter Pan
da5e7e4329
[Docs] NixlConnector quickstart guide (#24249) 
Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
Signed-off-by: Peter Pan <peter.pan@daocloud.io>
Signed-off-by: Nicolò Lucchesi<nicolo.lucchesi@gmail.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
 2025-09-23 14:23:22 +00:00
Chauncey
f05a4f0e34
[P/D] Support NIXL connector to disconnect during a clean shutdown (#24423) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
 2025-09-23 16:08:02 +02:00
Chendi.Xue
5774b0a1da
[NIXL][OOT platform] support nixl_connector with oot platform and other nixl_backend (#25121) 
Signed-off-by: Chendi Xue <Chendi.Xue@intel.com>
 2025-09-23 04:17:42 +00:00
Isotr0py
6fa78d8f23
[V0 deprecation] Remove platform v1 controling interface (#25410) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-09-23 01:48:12 +00:00
Nicolò Lucchesi
090197034f
[Bugfix] Fix missing clear_connector_metadata (#25397) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-09-23 08:10:59 +08:00
Or Ozeri
8db2939289
[KV offload][5/N] Add CPUOffloadingSpec (#24251) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-09-22 12:30:36 -07:00
Daisy-Ma-coder
cfbee3d0e7
[CLI env var] Add VLLM_FLASH_ATTN_MAX_NUM_SPLITS_FOR_CUDA_GRAPH in env variables (#25274) 
Signed-off-by: qqma <qqma@amazon.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: qqma <qqma@amazon.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-09-22 10:37:43 -07:00
Nicolò Lucchesi
4cf71cc88a
[TPU] Deprecate xm.mark_step in favor of `torch_xla.sync (#25254) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Ye (Charlotte) Qi <yeq@meta.com>
 2025-09-22 10:12:57 +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
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
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
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
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
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
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
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
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
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
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
afeldman-nm
7ae9887542
[V1] Logits processor docs (#22919) 
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
Signed-off-by: afeldman-nm <156691304+afeldman-nm@users.noreply.github.com>
Co-authored-by: Joseph Marinier <Joseph.Marinier@gmail.com>
 2025-09-17 11:53:12 -07:00
Woosuk Kwon
eb68c2dcd9
[CI] Revert back prepare_prompts and check_answers (#25087) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-17 11:03:16 -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
Nick Hill
eeb135eb87
[Core] Use CpuGpuBuffer for block table tensors (#24795) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-09-16 19:18:06 -07:00
Sage Moore
567939953b
[Core/DBO][1/N] Add Dual-Batch Overlap mechanism to VLLM (#23693) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-09-16 12:21:48 -04:00
Woosuk Kwon
759ef49b15
Remove V0 Encoder-Decoder Support (#24907) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-09-15 21:17:14 -07:00
Mickaël Seznec
45bfa49cb8
[Tests] fix initialization of kv hash in tests (#24273) 
Signed-off-by: Mickael Seznec <mickael@mistral.ai>
 2025-09-15 21:48:27 +00:00
Harry Mellor
c4afdb69cc
Move MultiModalConfig from config/__init__.py to config/multimodal.py (#24659) 
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>
 2025-09-15 17:43:16 +00:00
Ning Xie
bc0f6059a2
[UT] enhance free kv cache block queue popleft_n (#24220) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-09-15 10:04:37 +00:00
Ning Xie
3f3313981c
[kv cache] update num_free_blocks in the end (#24228) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-09-15 05:15:12 +00:00
Chen Zhang
8e5cdcda4e
[Hybrid Allocator] Support Pipeline Parallel (#23974) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-09-14 15:55:17 -07:00
Wenlong Wang
cfa3234a5b
[CI][Spec Decode] Adjust threshold for flaky ngram spec decoding test again (#24771) 
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
 2025-09-13 15:45:11 +08:00
Nick Hill
4fdd6f5cbf
[Core] Support async scheduling with uniproc executor (#24219) 
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
Co-authored-by: Ronald1995 <ronaldautomobile@163.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2025-09-12 16:34:28 -07:00
Matthew Bonanni
5fe643fc26
Add FLASHINFER_MLA to backend selector test (#24753) 
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
 2025-09-12 22:30:07 +00:00
Matthew Bonanni
7ba32aa60b
[Attention][FlashInfer] Enable FP8 FlashInfer (TRTLLM) MLA decode (#24705) 
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
 2025-09-12 15:45:53 -06:00