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1566 Commits

Author SHA1 Message Date
Dayeol Lee
1767658559
[Debugging] Add annotation for easier trace analysis (#22496) 2025-11-05 16:52:52 -08:00
Kuntai Du
efe73e9b57
[Core][Hybrid allocator + connector 2/n] Unify remove_skipped_blocks by get_last_useful_token (#25431) 
Signed-off-by: KuntaiDu <kuntai@uchicago.edu>
 2025-11-06 00:12:00 +00:00
Snehlata
e15601789b
[Feature]: Add corrupted request metric to V1 metrics system. (#27306) 
Signed-off-by: atalhens <sneh.lata@nutanix.com>
 2025-11-05 13:45:29 -08:00
Chen Zhang
c765f0b443
[FlashInfer] Avoid FlashInfer block_size 16 + head_size 256 on blackwell (#27994) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-11-05 09:25:32 -08:00
Walter Beller-Morales
752ddeacaa
[Core] add support for reasoning parser plugins (#28075) 
Signed-off-by: walter beller-morales <walter.beller.morales@gmail.com>
 2025-11-06 01:15:06 +08:00
Isotr0py
3f5a4b6473
[Bugfix] Validate custom logits processor xargs for online serving (#27560) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-05 16:53:33 +00:00
Pleaplusone
6cae1e5332
[ROCm][MLA] Support block-size > 1 for AITER MLA backend (#27224) 
Signed-off-by: ganyi <ygan@amd.com>
Co-authored-by: wuhuikx <hattie.wu@amd.com>
 2025-11-05 10:43:02 -05:00
Ilya Markov
e50c454672
[BugFix] Support EP/DP + EPLB with MTP (#25311) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2025-11-05 15:22:17 +00:00
Chen Zhang
5d16d0fa62
[DCP] check return_lse for all layers in dcp (#27929) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-11-05 22:27:25 +08:00
Qiu
16b37f3119
[bugfix] fix wrong dcp_local_seq_lens calc (#27518) 
Signed-off-by: Qiu <qiuchunshuo@huawei.com>
 2025-11-05 17:58:13 +08:00
Lucas Wilkinson
d43ad5a757
[BugFix] Fix DCP Assert (AssertionError: DCP not support reorder_batch_threshold > 1 now.) (#28100) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-11-05 14:54:43 +08:00
Kunshang Ji
18b39828d9
[XPU] Add gpt-oss model support for Intel GPU (#27786) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2025-11-05 02:17:23 +00:00
Pleaplusone
dc937175d4
[ROCm][Perf] New design on ROCm AITER MHA backend Implementation (#25763) 
Signed-off-by: ganyi <ygan@amd.com>
 2025-11-04 18:05:33 +00:00
Nick Hill
938a81692e
[AsyncScheduling] Don't schedule past request max_tokens (#27922) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-04 17:06:28 +00:00
Nick Hill
c9f66da8fd
[PerfFix] Avoid separate thread for MP executor shm spin (#28012) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-04 08:33:55 -08:00
yt0428
05cae69f0f
[model] Add support for openPangu_Ultra_MoE (#27521) 
Signed-off-by: yuantao <2422264527@qq.com>
Signed-off-by: yt0428 <51468697+yt0428@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-04 08:17:20 -08:00
Nick Hill
5a0a6dfd55
[BugFix] Fix incorrect preallocated sampled_token_ids tensor size (#28025) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-04 07:38:16 -08:00
Zhuohan Li
300a265978
[Core] Enable StatLogger in LLMEngine (#28020) 
Signed-off-by: Zhuohan Li <zhuohan123@gmail.com>
 2025-11-04 04:13:35 -08:00
Mark McLoughlin
58279c60b5
[KV Connector] Make KVCacheConfig an explicit constructor argument (#27887) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-11-03 23:00:49 -08:00
Wentao Ye
7e4be74104
[Bug] Batch invariant: Fix flash attn MLA RuntimeError: scheduler_metadata must have shape (metadata_size) (#27884) 2025-11-04 14:05:55 +08:00
Mark McLoughlin
380ba6816d
[Metrics] Enable sleep state metric outside of dev mode (#27867) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-11-03 20:35:36 -08:00
Matthew Bonanni
145c00a4d3
[Bugfix] change FlashMLA reorder_batch_threshold (#27777) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-11-03 15:17:10 -05:00
Aurick Qiao
2c19d96777
[Spec Decode] Integrate Suffix Decoding from Arctic Inference (#25784) 
Co-authored-by: Aurick Qiao <aurick.qiao@snowflake.com>
 2025-11-03 09:23:31 -08:00
Thomas Parnell
18961c5ea6
[Hybrid] Pass kernel block size to builders (#27753) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-11-03 05:48:03 +00:00
Biswa Panda
1bf43ae35d
[BugFix][LoRA] use adapter_id instead of id field of lora_request (#27728) 
Signed-off-by: Biswa Panda <biswa.panda@gmail.com>
 2025-11-03 10:08:08 +08:00
Asaf Joseph Gardin
00b31a36a2
[V1] [Hybrid] Mamba1 Automatic Prefix Caching (#26377) 
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
 2025-11-02 04:16:23 -08:00
Nick Hill
c2ed069b32
[BugFix] Fix mixed penalties batch with async scheduling (#27910) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-01 10:51:24 -07:00
Haco
d811b442d3
[Bugfix] DeepSeek V3.2 MTP metadata & CUDA graph issues (#26779) 
Signed-off-by: xiaohajiayou <923390377@qq.com>
 2025-11-01 10:52:43 -04:00
wangxiyuan
30a14b034f
[V0 deprecation] Remove VLLM_USE_V1 usage in platform and v1 module (#27798) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-01 10:17:45 +00:00
Nick Hill
0cdbe7b744
[Core] Async scheduling + structured outputs compatibility (#26866) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-01 00:35:04 +00:00
Chen Zhang
df334868ca
[Hybrid] A simpler algorithm to find kernel_block_size (#26476) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-10-31 21:30:28 +00:00
Matthew Bonanni
f29aeb5a25
Add FLASHINFER_MLA to test_mla_backends and add B200 CI run (#27663) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-10-31 11:12:19 -07:00
GuanLuo
d6517be3cd
[Bugfix] Missing NIXL metadata for handshake initialization if instance spans multi-node (#26338) 
Signed-off-by: Guan Luo <gluo@nvidia.com>
Signed-off-by: GuanLuo <41310872+GuanLuo@users.noreply.github.com>
Signed-off-by: Guan Luo <41310872+GuanLuo@users.noreply.github.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
 2025-10-31 10:16:00 -07:00
Madeesh Kannan
675704ac01
[Bugfix] Allow 64-bit integer values for LoRA IDs to avoid overflow/truncation (#27876) 
Signed-off-by: Madeesh Kannan <shadeMe@users.noreply.github.com>
 2025-10-31 16:58:42 +00:00
Huamin Li
933cdea440
[BugFix] Don’t compute reorder threshold when there are no attention groups (#27861) 2025-10-31 11:36:18 +00:00
Isotr0py
3933f18a5e
[Bugfix] Avoid too small block m/n for FlexAttention kernel option (#27853) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-31 19:33:12 +08:00
Nick Hill
c9791f1813
[BugFix] Fix broken import in initialize_ray_cluster() (#27838) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-10-30 16:26:13 -07:00
Jialin Ouyang
4b68c4a55b
[Core][Perf] Only invoke save_new_computed_blocks when computed blocks are not empty (#27799) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-10-30 19:47:30 +00:00
Sumanth R Hegde
4917002523
[Fix] Skip record_sleep_state logic in PrometheusStatsLogger if not in dev mode (#27789) 
Signed-off-by: SumanthRH <sumanthrh99@gmail.com>
 2025-10-30 19:26:27 +00:00
Jialin Ouyang
4574d48bab
[Core][Bookkeeping] Update cu_num_accepted_tokens for all req_index (#27629) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-10-30 11:52:36 -07:00
Tyler Michael Smith
ab98f6556f
[Bugfix] Fix 2 precommit issues - (mamba_block_size, kv_cache_config) (#27811) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-10-30 11:52:18 -07:00
Ilya Markov
60f76baa66
[Misc] Replace CUDA_VISIBLE_DEVICES in DP with torch.cuda.set_device for device selection on cuda-like devices (#27564) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2025-10-30 11:41:44 -04:00
Zhewen Li
0fe0140408
[KV offload] Enable CPU KV offload on CUDA alike Platforms (#27770) 
Signed-off-by: zhewenli <zhewenli@meta.com>
 2025-10-30 22:10:29 +08:00
Zhiyuan Li
4e68cc9b6a
[Model] Introduce Kimi Linear to vLLM (#27809) 
Signed-off-by: lizhiyuan <lizhiyuan@moonshot.cn>
Signed-off-by: Zhiyuan Li <uniartisan2017@gmail.com>
 2025-10-30 21:02:27 +08:00
Sairam Pillai
74374386e2
[Bugfix] Improve GPU validation logging in Ray fallback scenarios (#25775) 
Signed-off-by: Sairam Pillai <sairam.pillai61@gmail.com>
 2025-10-30 11:57:59 +00:00
Wentao Ye
c01f6e525f
[CI] Fix mypy for vllm/v1/core and vllm/v1/engine (#27108) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-30 11:32:17 +00:00
Lucas Wilkinson
b5d70751d8
[BugFix] Reordering extend logic fix (#27739) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-10-29 21:39:34 -07:00
Nick Hill
2ce5c5d3d6
[BugFix] Handle unscheduled requests properly when async scheduling (#27756) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-10-29 21:04:25 -07:00
Wentao Ye
b5d90f7400
[Bug] Fix DBO IMA issue for DeepEPHT (#27666) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-29 16:28:27 -04:00
Nicolò Lucchesi
accb8fab07
[KVConnector] Add metrics to Prometheus-Grafana dashboard (#26811) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
 2025-10-29 18:44:49 +00:00