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Author SHA1 Message Date
Cyrus Leung
853a8eb53b [Bugfix] Fix Qwen Omni audio inference (#27920) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-02 05:06:05 +00:00
Ben Browning
758ea2e980 [CI/Build] Fix flaky test_transcription_validation.py::test_basic_audio_gemma (#27924) 
Signed-off-by: Ben Browning <bbrownin@redhat.com>
 2025-11-02 03:45:02 +00:00
Yue Zhang
685c99ee77 [KV offload] Offloading connector async scheduling support (#27648) 
Signed-off-by: KevinCheung2259 <2651309292@qq.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-11-01 21:08:56 +00:00
Benjamin Bartels
1e88fb751b Adds anthropic /v1/messages endpoint to openai api_server (#27882) 
Signed-off-by: bbartels <benjamin@bartels.dev>
Signed-off-by: Benjamin Bartels <benjamin@bartels.dev>
 2025-11-01 12:45:42 -07:00
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
wenxindongwork
af6e19f50f [Core][TPU] Support TPU Data Parallalism (#27365) 
Signed-off-by: wenxindongwork <wenxindong@google.com>
 2025-11-01 17:14:44 +00:00
Cyrus Leung
99d69af9ec [Bugfix] Python 3.10 compatibility for Self (#27918) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-01 15:28:54 +00:00
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
Harry Mellor
799ce45cc1 [Docs] Mock all imports for docs (#27873) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-01 10:02:23 +00:00
ai-jz
2c0c7c39bd feat(benchmarks): support HF model names in multi-turn benchmark (#27850) 2025-11-01 08:04:52 +00:00
Yihua Cheng
e675118849 [Add] cmdline argument parsing for KV cache offloading modules (#27621) 
Signed-off-by: ApostaC <yihua98@uchicago.edu>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-01 07:17:07 +00:00
TJian
e2347dbf58 [Bugfix] [Model] Missing MRoPE function definition from KeyeForConditionalGeneration (#27895) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-11-01 13:45:23 +08:00
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