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539 Commits

Author SHA1 Message Date
Lucia Fang
bab9231bf1 [Model] MTP fallback to eager for DeepSeek v32 (#25982) 
Signed-off-by: Lu Fang <fanglu@fb.com>
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-09-30 22:47:38 -07:00
qizixi
c214d699fd [spec decode] Consolidate speculative decode method name for MTP (#25232) 
Signed-off-by: zixi-qi <qizixi@meta.com>
 2025-09-30 22:47:11 -07:00
Nicolò Lucchesi
d0b178cef1 [NIXL] Add support for MLA caches with different latent dim (#25902) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-09-30 22:36:24 -07:00
Yongye Zhu
b3230e1ac0 [New Model] DeepSeek-V3.2 (Rebased to Main) (#25896) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-09-30 22:36:24 -07:00
Seiji Eicher
8d52f2b3a7 [ray][metrics] Replace ':' with '_' for OpenTelemetry compatibility in Ray (#25439) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
Signed-off-by: Seiji Eicher <58963096+eicherseiji@users.noreply.github.com>
Co-authored-by: Rui Qiao <161574667+ruisearch42@users.noreply.github.com>
 2025-09-26 09:43:30 -07:00
Cyrus Leung
db1e42f627 [CI/Build] Fix some V1 tests not being run (#25569) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-26 20:52:36 +08:00
wang.yuqi
fe6b19c314 [Bugfix] Properly abort pooling request. (#25734) 
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-09-26 05:47:34 -07:00
Chauncey
2827b3f4a3 [CI] Fix test_shared_storage_connector_hashes (#25748) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-09-26 20:46:17 +08:00
Ekagra Ranjan
e71b8e210d [Spec Decode] Add Batch Parallel Ngram. Upto 8x lower overhead. (#24986) 
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-09-25 15:22:03 -07:00
Matthew Bonanni
3468f17ebe [V0 deprecation] Remove _VLLM_V1 suffixes from attention backend names (#25489) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
 2025-09-25 17:37:50 +00:00
Cyrus Leung
2f17117606 [mypy] Fix wrong type annotations related to tuple (#25660) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-25 13:00:45 +00:00
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