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3278 Commits

Author SHA1 Message Date
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
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
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
Jee Jee Li
fec2b341ad
[Kernel] Lazy import FlashInfer (#26977) 2025-10-17 04:48:18 +00:00
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
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
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
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
Cyrus Leung
d2740fafbf
[Chore] Separate out vllm.utils.collections (#26990) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-16 08:35:35 +00:00
Cyrus Leung
76f0d05bc6
[CI/Build] Update expected beam search output for Phi3V (#26978) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-16 05:12:44 +00:00
Bram Wasti
7d8975de84
Deepseek-v3 Batch Invariant on 8xH100 (#26609) 
Signed-off-by: Bram Wasti <bwasti@meta.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-10-15 22:06:02 -07:00
Cyrus Leung
f6cdc9a02f
[Chore] Rename utils submodules (#26920) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-16 03:58:13 +00:00
Richard Zou
9b6504c307
[BugFix] Work around graph partition x torch.compile cache issue (#26956) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2025-10-15 20:06:11 -07:00
Angela Yi
e19b16dde6
[bugfix] Fix SP + PP without specifying compile size (#26955) 
Signed-off-by: angelayi <yiangela7@gmail.com>
 2025-10-15 20:05:33 -07:00
Michael Goin
f8a0acbdbe
[CI] Enable Blackwell Llama4 MoE tests (#26731) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-10-15 21:02:57 -06:00
kliuae
1317034379
[ROCm][FEAT] Fuse DeepSeek shared experts into AITER fused_moe ops (#24097) 
Signed-off-by: chenjun <junchen2@amd.com>
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Co-authored-by: valarLip <103567126+valarLip@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2025-10-16 10:41:34 +08:00
InChang Jeong
0ecc553ee6
[Bugfix] reasoning_parser parameter handling in run_batch.py (#26225) 
Signed-off-by: inc-jeong <inc.jeong@navercorp.com>
Signed-off-by: InChang Jeong <inc.jeong@navercorp.com>
Co-authored-by: USER <user@AL02367916.local>
 2025-10-16 10:24:05 +08:00
Adrian Abeyta
0a9ef0cfce
Move query quantization to attention layer for Flashinfer & Triton. (#26534) 
Signed-off-by: adabeyta <aabeyta@redhat.com>
Signed-off-by: Adrian Abeyta <aabeyta@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-15 19:01:38 -04:00
Pradeep Dasigi
4794c2bd92
Olmo 3 tool parser and tests (#26143) 
Signed-off-by: Pradeep Dasigi <pradeepd@allenai.org>
 2025-10-15 16:36:12 +00:00
Cyrus Leung
828523ad8e
[Chore] Separate out vllm.utils.async_utils (#26913) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-15 15:33:00 +00:00
Cyrus Leung
136a17fe6e
[Chore] Separate out vllm.utils.func (#26904) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-15 13:03:58 +00:00
Boyuan Feng
f57438338d
[BugFix] Patch inductor memory plan logic (#26878) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-15 12:51:45 +00:00
wangxiyuan
8f4b313c37
[Misc] rename torch_dtype to dtype (#26695) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-10-15 12:11:48 +00:00
Cyrus Leung
f93e348010
[Misc] Remove isort and yapf ignores (#26888) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-15 12:09:03 +00:00
wang.yuqi
f54f85129e
[Model][2/N] Improve all pooling task | Support multi-vector retrieval (#25370) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-10-15 11:14:41 +00:00
Cyrus Leung
b8a4572157
[Misc] Use helper function to generate dummy messages in OpenAI MM tests (#26875) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-15 07:17:37 +00:00
Boyuan Feng
f0862eae43
[Graph Partition] pass tests for decorator (#26831) 
Signed-off-by: Boyuan Feng <boyuan@meta.com>
 2025-10-15 06:39:48 +00:00
Tao Hui
85a65e7f51
[Model] Add DeepSeek-V3.1 reasoning parser (split from PR #24972) (#25589) 
Signed-off-by: taohui <taohui3@gmail.com>
Signed-off-by: Tao Hui <taohui3@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2025-10-15 11:09:52 +08:00
Morrison Turnansky
96b9aa5aa0
[Frontend][torch.compile] CompilationConfig Overhaul (#20283): name change compilation level to compilation mode, deprecation compilation level (#26355) 
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-15 02:51:16 +00:00
Zhikaiiii
9354660036
[Bugfix]fix Qwen3 xml tool parser (#26345) 
Signed-off-by: Zhikaiiii <1658973216@qq.com>
 2025-10-15 09:50:30 +08:00
Luka Govedič
2dcd12d357
[torch.compile] Fix tests for torch==2.9 inductor partition (#26116) 
Signed-off-by: ProExpertProg <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
 2025-10-14 19:55:02 -04:00
Ye Hu
0512c04aee
[frontend][gptoss] Add per turn stats into Harmony Context (#25061) 
Signed-off-by: lacora <hyelacora@gmail.com>
Co-authored-by: Ye Hu <yehu@fb.com>
 2025-10-14 16:48:13 -07:00
Michael Goin
7e0ef4084a
[CI Failure] Fix torchao dep failure for Quantization Test (#26824) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-10-14 16:41:43 -07:00
Nick Hill
4aed506b65
[Core] Streamline some structured output related code (#26737) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-10-14 23:27:44 +00:00
Jialin Ouyang
380f17527c
[Perf] Cache vllm.env.__getattr__ result to avoid recomputation (#26146) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-10-14 17:03:21 -04:00
Matthew Bonanni
82af928c41
[Attention][Spec Decode] FlashMLA spec decode support (#26541) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-10-14 19:38:20 +00:00
Michael Goin
c3a722fcb2
[CI Failure] Fix tests with missing TinyLlama-1.1B-Chat-v1.0-FP8-e2e (#26816) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-10-14 18:38:59 +00:00
Chauncey
df850c4912
[Feature][Responses API] Stream Function Call - harmony (#24317) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-10-14 08:31:43 -07:00
Qier Li
720394de43
[KVConnector][Metrics] Aggregate scheduler-side KVConnectorStats (#26046) 
Signed-off-by: Qier Li <kevin44036@gmail.com>
 2025-10-14 14:38:07 +00:00
Jaya Yuan
ea97940d6c
[DCP] Support Decode Context Parallel (DCP) for GQA with FlashAttention (#24864) 
Signed-off-by: yuanyongjie.yyj <yuanyongjie.yyj@antgroup.com>
Signed-off-by: FENP <32334296+FENP@users.noreply.github.com>
Signed-off-by: Jaya Yuan <yuanyongjie.yyj@antgroup.com>
 2025-10-14 13:07:50 +00:00
Jee Jee Li
fdd32750f0
[CI/Build] Cleanup LoRA test (#26752) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-10-14 12:06:35 +00:00