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879a06579ea8a057c250e9b6cc4e632dabd87d2e
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Author SHA1 Message Date
Cyrus Leung
879a06579e [CI/Build] Bump transformers version (#27528) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-31 22:11:07 -07:00
yugong333
29de3cdee4 Adding SplitK in fused_moe_lora kernel (#27818) 
Signed-off-by: Yu Gong <yu3.gong@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-01 12:55:46 +08:00
Yan Ma
7e2729b57e [Multimodal][XPU]Enable vision attn backend for xpu platform (#27525) 
Signed-off-by: Yan Ma <yan.ma@intel.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Yejing Lai <yejing.lai@intel.com>
Co-authored-by: Guancheng Fu <110874468+gc-fu@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2025-11-01 04:45:02 +00:00
Jee Jee Li
3a5de7d2d6 [Bugfix] Fix KDA output (#27905) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-01 11:54:36 +08:00
Jee Jee Li
bc4486d609 [Kernel] Enable FusedMoEModularKernel support bias (#27754) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-01 02:05:12 +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
Bram Wasti
0e0a638c3b Batch invariance doc (#27839) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: Bram Wasti <bwasti@fb.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-10-31 17:22:19 -04:00
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
Vinay R Damodaran
5e8862e9e0 [Feature] Pydantic validation for scheduler.py and structured_outputs.py (#26519) 
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) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-10-31 10:57:45 -07:00
Shu Wang
fc16f1c477 Flashinfer_CUTLASS_MOE fuses quantization for TP (#27223) 
Signed-off-by: Shu Wang. <shuw@nvidia.com>
 2025-10-31 17:54:29 +00:00
ZiTian Zhao
bc306fe5e9 fix incorrect type annotation in KimiMLP (#27885) 
Signed-off-by: zitian.zhao <zitian.zhao@tencentmusic.com>
 2025-10-31 17:38:02 +00:00
Chenguang Zheng
103a468bbf [bugfix] Missing cached item in beam search (#27874) 
Signed-off-by: fake0fan <645327136@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-31 17:34:27 +00:00
Rob Mulla
70bfbd7b16 Docs update tpu install instructions (#27824) 
Signed-off-by: Rob Mulla <rob.mulla@gmail.com>
Signed-off-by: Rob Mulla <RobMulla@users.noreply.github.com>
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>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-31 10:29:55 -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
Isotr0py
7e06c40e63 [Bugfix] Fix broken MRoPE for GLM-4.1V/GLM-4.5V (#27860) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-10-31 17:04:51 +00:00
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
Jee Jee Li
0384aa7150 [CI/Build] Add gpt-oss LoRA test (#27870) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-31 22:17:21 +08:00
Jiangyun Zhu
3857eb8725 [Perf] Decouple torch op from GDA to leverage torch.compile (#27871) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
 2025-10-31 21:35:52 +08:00
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
toncao
e5ef4dfc11 [Kimi-Linear] Correct prefixes and add compatibility to AWQ quants (#27834) 
Signed-off-by: toncao <cpatonn@gmail.com>
Co-authored-by: toncao <cpatonn@gmail.com>
 2025-10-31 17:36:37 +08:00
Akash kaothalkar
36960501d3 [Hardware][Powerpc] Fix VLLM_CPU_OMP_THREADS_BIND="auto" low CPU utilization for Power (#27734) 
Signed-off-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
Co-authored-by: Akash Kaothalkar <akash.kaothalkar@ibm.com>
 2025-10-31 07:45:26 +00:00
Seiji Eicher
b2e65cb4a7 [benchmark] Make request IDs unique across clients by default (#27723) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
 2025-10-30 17:40:35 -07:00
Wentao Ye
2bf0bcc1fc [CI Test] Add Scheduled Integration Test (#27765) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-30 17:29:26 -07:00
Jakub Sochacki
697f507a8e [CI/Build][Intel] Enable performance benchmarks for Intel Gaudi 3 (#26919) 
Signed-off-by: jakub-sochacki <jakub.sochacki@wp.pl>
 2025-10-31 07:57:22 +08:00
Matthew Bonanni
d5d2a0fe74 [Misc] Make all tool scripts executable (#27831) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-10-30 23:46:02 +00:00
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
Paul Zhang
e7acb20076 [Feature] Batch invariant torch.compile (#27660) 
Signed-off-by: PaulZhang12 <paulzhan@fb.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-10-30 13:11:29 -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
Wentao Ye
a8141fa649 [Refactor] Remove VLLM_DEEPEP_LOW_LATENCY_ALLOW_NVLINK (#27750) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-30 15:32:39 -04:00
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
cong-meta
a2981c4272 [EP/DP][API Server] Enable DP-aware routing in OpenAI API requests (#24945) 
Co-authored-by: Cong Chen <prowindy@gmail.com>
 2025-10-30 12:10:16 -07:00
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
Roger Meier
2918c1b49c [Model] Use the same fused_moe configs for all H200 devices (#23642) 
Signed-off-by: Roger Meier <r.meier@siemens.com>
v0.11.1rc5 		2025-10-30 17:36:56 +00:00
Mengqing Cao
1004205795 [MTP] Refactor mtp predictor to avoid d2h operation (#27643) 
Signed-off-by: MengqingCao <cmq0113@163.com>
 2025-10-30 17:27:39 +00:00
Huy Do
ba33e8830d Reapply "Install pre-built xformers-0.0.32.post2 built with pt-2.9.0" (#27768) 
Signed-off-by: Huy Do <huydhn@gmail.com>
 2025-10-30 10:22:30 -07:00
Kebe
33a0ea5f32 [Docs] add Shanghai Meetup - 2025/10 (#27545) 
Signed-off-by: Kebe <mail@kebe7jun.com>
Signed-off-by: esmeetu <jasonailu87@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: esmeetu <jasonailu87@gmail.com>
 2025-10-31 00:33:13 +08:00
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
Varun Sundar Rabindranath
e5e076cad7 [BugFix] Stopgap - Flashinfer Autotuner + GPT-OSS + DP/TP (#27762) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-10-30 08:24:31 -07:00
Li, Jiang
eebf00cb0c [Bugfix][CPU] Fix MRoPE dispatch on the CPU backend (#27800) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-10-30 15:12:05 +00:00
Fan Yin
9956aae4ea [Model][Ouro] Support Ouro Model (#27794) 
Signed-off-by: yinfan.1024 <yinfan.1024@bytedance.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: yinfan.1024 <yinfan.1024@bytedance.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-30 22:34:41 +08:00
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
Huamin Li
1994de99ea [CI Failure] Fix test_kv_cache_model_load_and_run (#27717) 
Signed-off-by: Huamin Li <3ericli@gmail.com>
 2025-10-30 12:27:53 +00:00
wang.yuqi
4464723f22 [Frontend][Doc][5/N] Improve all pooling task | Polish encode (pooling) api & Document. (#25524) 
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
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