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Author SHA1 Message Date
Patrick von Platen
b038d9c40c [Data-parallel] Allow DP>1 for world_size > num_gpus on node (8) (#26367) 
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Rui Qiao <ruisearch42@gmail.com>
 2025-10-17 08:24:42 -07:00
Nicolò Lucchesi
2ba60ec7fe [CI] Nixl integration tests (#27010) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-10-17 07:13:31 -07:00
Luka Govedič
bd7157a071 [torch.compile] Enable attention and allreduce fusion without custom ops enabled (#24604) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-17 08:10:23 -06:00
Yongtao Huang
be429d0cfd Fix incorrect docstring for stop_profile() method (#27101) 
Signed-off-by: Yongtao Huang <yongtaoh2022@gmail.com>
 2025-10-17 06:30:23 -07:00
Reima Karhila (AMD)
c253745eb8 [Harware][AMD][Model] Triton MoE tuning configs for GLM-4.5 for MI350 and MI355 (#25586) 
Signed-off-by: Reima Karhila <reima.karhila@amd.com>
Signed-off-by: xaguilar <Xavier.AguilarFruto@amd.com>
Co-authored-by: xaguilar <Xavier.AguilarFruto@amd.com>
 2025-10-17 04:56:12 -07:00
Jee Jee Li
daec4d2624 [Model]Improve Qwen3VLMoeForConditionalGeneration packed_modules_mapping (#27096) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-17 04:47:00 -07:00
Harry Mellor
6c9fdbf725 [Docs] Replace rst style double-backtick with md single-backtick (#27091) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-17 02:47:34 -07:00
Harry Mellor
483ea64611 [Docs] Replace all explicit anchors with real links (#27087) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-17 02:22:06 -07:00
Mengqing Cao
e20eba753b [VLM][Refactor] Remove useless func get_input_positions in MRotaryEmbedding (#27088) 
Signed-off-by: MengqingCao <cmq0113@163.com>
 2025-10-17 02:00:30 -07:00
cong-meta
bbc1b29665 Update troubleshooting.md and remind VLLM_TRACE_FUNCTION usage (#27069) 
Signed-off-by: cong-meta <prowindy@hotmail.com>
 2025-10-17 01:53:06 -07:00
Chauncey
acb1bfa601 [CI] fix docs build failed (#27082) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-10-17 07:53:40 +00:00
zhrrr
75c7ad9918 [Kernel][Performance] Fuse float cast and renormalize to topk softmax kernel (#26717) 
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Signed-off-by: izhuhaoran <izhuhaoran@qq.com>
 2025-10-17 07:30:35 +00:00
Li, Jiang
5550ff9c25 [CI/Build] Update compressed tensor test path to fix CPU CI (#27068) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-10-16 22:34:56 -07:00
Said Taghadouini
3aeb19a39e [Model] Add support for LightOnOCR (#26916) 
Signed-off-by: Said Taghadouini <taghadouinisaid@gmail.com>
Signed-off-by: Said Taghadouini <84044788+staghado@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-10-17 05:05:24 +00:00
Cyrus Leung
8c017b3490 [Model] Always use Transformers backend for PaliGemma and Gemma3-MM (#26715) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-17 05:03:35 +00:00
Zhewen Li
9c2c2287a0 [CI/Build] Update Llama4 eval yaml (#27070) 
Signed-off-by: zhewenli <zhewenli@meta.com>
 2025-10-17 04:59:47 +00:00
Jee Jee Li
fec2b341ad [Kernel] Lazy import FlashInfer (#26977) 2025-10-17 04:48:18 +00:00
Jee Jee Li
87bc0c492f [Bugfix] Fix ReplicatedLinearWithLoRA (#27065) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-17 04:43:16 +00:00
Nick Hill
fe3b9372ad [Core] Change execute_model_with_error_logging() to be a ctx manager (#27060) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-10-17 11:45:32 +08:00
Tao He
bde9e2272a [Bugfix][Qwen] fixes the weights dtype in qwen3_next: it is actually a bfloat16 (#27030) 
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
 2025-10-17 03:37:52 +00:00
Boyuan Feng
08405609cc disable graph partition in custom op (#26952) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
Signed-off-by: Boyuan Feng <fby.1994@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-17 11:08:47 +08:00
Nick Hill
ab81379ea6 [Perf] Exploit out-of-band buffers in shm_broadcast (#26961) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-10-16 20:08:03 -07:00
Harry Mellor
4ffd6e8942 [Docs] Reduce custom syntax used in docs (#27009) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-16 20:05:34 -07:00
Tomas Ruiz
965c5f4914 vllm bench serve shows num of failed requests (#26478) 
Signed-off-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
 2025-10-16 19:55:09 -07:00
Lukas Geiger
4d055ef465 Remove unused imports (#26972) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-10-16 19:51:17 -07:00
Boyuan Feng
17c540a993 [torch.compile] fix simple inductor graph partition test (#27050) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
 2025-10-16 21:09:36 -04:00
Cyrus Leung
4d4d6bad19 [Chore] Separate out vllm.utils.importlib (#27022) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-17 00:48:59 +00:00
Lucia Fang
11ae016bd7 [torch.compile] Passing only necessary compilation config to inductor pass config (#27041) 
Signed-off-by: Lu Fang <fanglu@fb.com>
Co-authored-by: Lucia (Lu) Fang <fanglu@meta.com>
 2025-10-17 00:01:52 +00:00
jiahanc
41d3071918 [NVIDIA] [Perf] Update to leverage flashinfer trtllm FP4 MOE throughput kernel (#26714) 
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-10-16 16:20:25 -07:00
Harry Mellor
fb5e10d3fb Refactor Transformers backend to use mixins (#26906) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-16 21:50:39 +00:00
Bram Wasti
b2f78cbad4 [small][batch invariance] Rename the env and internal flags to simplify usage (#26855) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
 2025-10-16 21:40:25 +00:00
Wentao Ye
23583ee28c [Bug] Add Assertion for random-input-len / random-output-len (#26834) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-16 21:36:39 +00:00
Michael Goin
01c977e96d [CI] Prune Quantization Tests and skip compilation (#27038) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-10-16 17:26:35 -04:00
Wentao Ye
b3dda72c23 [Feature] Migrate DeepGEMM API from get_m_alignment_for_contiguous_layout to get_mk_alignment_for_contiguous_layout (#26935) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-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>
 2025-10-16 16:46:48 -04:00
Varun Sundar Rabindranath
fb0571b077 [GPTOSS][DP/EP][Marlin] Enable GPTOSS Batched DP/EP using Marlin kernels (#25997) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-10-16 12:53:11 -07:00
Wentao Ye
2ed8b6b3d0 [Bug] Fix batch invariant test has to is (#27032) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-16 19:45:14 +00:00
kimbochen
013abde6ef Adding Warmup to Benchmark Serving (#26943) 
Signed-off-by: Kimbo Chen <chentenghung@gmail.com>
 2025-10-16 12:44:32 -07:00
Kyle Sayers
a5464dcf92 [Compressed Tensors] Always clone output for compile robustness (#26849) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-10-16 19:29:59 +00:00
Mandy Li
ac3ed5a815 Support block size of 256 used by Intel HPU (#26883) 
Signed-off-by: mandy-li <mandy.j.li@intel.com>
 2025-10-16 15:10:57 -04:00
Andrew Xia
e6ba2000ae [gpt-oss][1/N] EZ: refactor serving_responses for modularity (#26948) 
Signed-off-by: Andrew Xia <axia@meta.com>
 2025-10-16 18:44:06 +00:00
Harry Mellor
aa255ff55a Support set in the CLI generation (#27031) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-16 18:07:18 +00:00
ZiTian Zhao
7bb736d00e Fix Qwen2.5 VL image grid docstring (#27033) 
Signed-off-by: zitian zhao <zitian.zhao@tencentmusic.com>
 2025-10-16 09:57:36 -07:00
Jee Jee Li
9f4e30904b [Model] Fix Qwen3VL mm mapping (#27027) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-16 09:45:59 -07:00
rongfu.leng
5afd3276df [Feature] Add process_weights_after_loading to AttentionImpl (#26870) 
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
 2025-10-16 08:02:30 -07:00
Tahsin Tunan
43721bc67f [CI] Replace large models with tiny alternatives in tests (#24057) 
Signed-off-by: Tahsin Tunan <tahsintunan@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-16 15:51:27 +01:00
Kay Yan
02d709a6f1 [docs] standardize Hugging Face env var to HF_TOKEN (deprecates HUGGING_FACE_HUB_TOKEN) (#27020) 
Signed-off-by: Kay Yan <kay.yan@daocloud.io>
 2025-10-16 15:31:02 +01:00
Mark McLoughlin
4a510ab487 [NIXL] Improve request_finished() debug logs (#25665) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-10-16 15:55:17 +02:00
Matthew Bonanni
314fa8abbf [Attention] Tune CUTLASS MLA num_splits (#26846) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-10-16 06:36:09 -07:00
Cyrus Leung
334535b6fb [Benchmark] Show E2EL by default for pooling models (#27014) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-16 12:47:09 +00:00
bogdanm
dcbb3f1871 [Bugfix] Correct LayerNorm epsilon parameter in modernbert.py (#27008) 
Signed-off-by: bogdanm <152898065+bogdan01m@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-10-16 12:27:44 +00:00