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4625 Commits

Author SHA1 Message Date
Mert Unsal
c625d7b1c6 [Bugfix] Fix O(n²) multimodal string prompt processing (#29667) 
Signed-off-by: mertunsall <mertunsal1905@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-11-28 16:10:39 -08:00
Huamin Li
3fd1fb0b60 Revert "[LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971)" (#29697) 
Signed-off-by: Huamin Li <3ericli@gmail.com>
 2025-11-28 15:26:52 -08:00
Cyrus Leung
7675ba30de [Misc] Remove redundant ClassRegistry (#29681) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-11-28 15:24:47 -08:00
Benjamin Chislett
1986de1375 [Perf] Optimize EAGLE prepare_inputs_padded with triton kernels (#28597) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
 2025-11-28 22:25:05 +00:00
Yanan Cao
3461e7efd8 [Frontend] Remap -O to -cc commandline flag (#29557) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2025-11-28 21:51:12 +00:00
Harry Mellor
fecae12cd7 Remove all_special_tokens_extended from tokenizer code (#29686) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-28 20:26:51 +00:00
Cyrus Leung
8d9338fae4 [Chore] Rename Processor to InputProcessor (#29682) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-28 09:35:41 -08:00
Isotr0py
f946a8d743 [Chore]: Reorganize model repo operating functions in transformers_utils (#29680) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-28 08:46:51 -08:00
Nick Hill
8e7a891602 [BugFix] Fix spec decoding max_tokens scheduling perf issue (#29542) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-28 20:52:23 +08:00
Cyrus Leung
33b06a6f24 [Misc] Remove redundant attention var constants (#29650) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-28 04:35:19 -08:00
Julien Denize
b2c1d294fa [BUGFIX] MistralTokenizer._call__ adds an invalid EOS token (#29607) 
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
Signed-off-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-28 16:44:47 +08:00
wang.yuqi
f4b76056ee Improve enable chunked_prefill & prefix_caching logic. (#26623) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-27 22:05:48 -08:00
EanWang211123
37b15e97e8 [Multimodal][Speculative Decoding]Eagle3 mm support, enablement on qwen3vl (#29594) 
Signed-off-by: Tsai, Louie <louie.tsai@intel.com>
Signed-off-by: EanWang211123 <wangyiheng@sangfor.com.cn>
Co-authored-by: Louie Tsai <louie.tsai@intel.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-11-27 22:05:45 -08:00
maang-h
c7ba1f6bc7 [BugFix] Fix ValueError in NewRequestData repr methods (#29392) 
Signed-off-by: maang <maang_h@163.com>
 2025-11-28 13:42:30 +08:00
Xin Yang
745a3bae1a [LoRA] Support FusedMoE LoRA Triton kernel for mxfp4 (#28971) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-28 10:48:28 +08:00
Nicolò Lucchesi
e5a621b724 [CI] Add batched audios Whisper test (#29308) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-11-27 19:31:52 +00:00
Matthew Bonanni
fc1d8be3dc [Attention] Update attention imports (#29540) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-11-27 11:19:09 -05:00
Ryan Rock
bab438ff3e [CI/Build] Skip ray tests on ROCm (#29556) 
Signed-off-by: Ryan Rock <ryan.rock@amd.com>
 2025-11-27 07:01:37 -08:00
Jee Jee Li
2f5f9acd55 [LoRA] Continue optimizing MoE LoRA weight loading (#29322) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-27 05:56:28 -08:00
Cyrus Leung
e6d4f3c254 [Bugfix] Fix pre-commit (#29601) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-27 02:23:06 -08:00
Morrison Turnansky
0838b52e2e [Frontend][torch.compile] CompilationConfig Overhaul (#20283): Set up -O infrastructure (#26847) 
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: adabeyta <aabeyta@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: adabeyta <aabeyta@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-27 01:55:58 -08:00
Micah Williamson
43c5792592 [ROCm][CI] Fix test_cpu_offloading for ROCm (#29548) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2025-11-27 07:54:44 +00:00
HDCharles
df01eda4dc [Bugfix] Make compressed-tensors MoEs respect ignored layers (#28878) 
Signed-off-by: HDCharles <charlesdavidhernandez@gmail.com>
 2025-11-26 21:35:13 -05:00
Lucas Wilkinson
56539cddac [Core] Refactor padding logic and pad for CUDA graphs before attention metadata building (#28579) 2025-11-26 14:07:13 -05:00
Matthew Bonanni
430dd4d9eb [Attention] Remove imports from vllm/attention/__init__.py (#29342) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-11-26 10:53:15 -07:00
Wentao Ye
0b0aa874e8 [Perf] Optimize batch invariant BMM, 18.1% Throughput improvement, 10.7% TTFT improvement (#29345) 
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>
 2025-11-26 09:38:52 -07:00
Huamin Li
70d5953f82 Revert "[Bugfix] Fix GPT-OSS AR+NORM fusion (#28841)" (#29483) 
Signed-off-by: Huamin Li <3ericli@gmail.com>
 2025-11-26 22:27:26 +08:00
Yejing Lai
bb706d6048 Fix TeleChatForCausalLM not register issue (#29473) 
Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
 2025-11-26 05:15:00 -08:00
Nick Hill
4e57c6587f [Core] Support logprobs with spec decode + async scheduling (#29223) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-25 12:55:24 -08:00
Andrew Xia
b07555d26f [responsesAPI][2] parse ResponseFunctionToolCallOutputItem (#29383) 
Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>
 2025-11-25 10:27:26 -08:00
Yifan Qiao
48ddb02b79 [Hybrid Allocator] Support KV cache groups with different block_size (#29143) 
Signed-off-by: Yifan Qiao <yifanqiao@berkeley.edu>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
 2025-11-25 10:30:57 -05:00
Injae Ryou
794029f012 [Feature]: Improve GGUF loading from HuggingFace user experience like repo_id:quant_type (#29137) 
Signed-off-by: Injae Ryou <injaeryou@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-25 14:28:53 +00:00
Thomas Parnell
516c3f7847 [Bugfix] Fix logic for choosing default prefix caching setting (#29393) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-11-25 14:05:10 +00:00
Harry Mellor
51fc9e017a Scheduled removal of CompilationConfig.use_inductor (#29323) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-25 12:55:42 +00:00
wang.yuqi
7a80b01889 [CI] Resettle pooling entrypoints tests. (#29370) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2025-11-25 10:39:10 +00:00
Ben Browning
e1dd706cd1 [Frontend] Respect Chat Completion parallel_tool_calls param (#26233) 
Signed-off-by: Ben Browning <bbrownin@redhat.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2025-11-25 09:56:15 +00:00
wang.yuqi
67fc16cd8c [Bugfix] If chunked_prefill is disabled, end the scheduling early. (#28911) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2025-11-25 16:06:09 +08:00
elvischenv
6330f9477d [Bugfix] Fix GPT-OSS AR+NORM fusion (#28841) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
 2025-11-25 07:59:40 +00:00
Micah Williamson
ef1f7030f0 [ROCm][CI] Fix test_cudagraph_mode failure in AMD CI (#29367) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2025-11-25 07:55:09 +00:00
Rémi Delacourt
12c007e288 EAGLE Support DP>1 (#26086) 
Signed-off-by: Rémi Delacourt <remi@mistral.ai>
Signed-off-by: Rémi Delacourt <54138269+Flechman@users.noreply.github.com>
Signed-off-by: remi <remi@mistral.ai>
 2025-11-25 07:32:21 +00:00
vllmellm
64deead719 [Bugfix] [ROCm] [UX]: revert Flex attention backend (#29371) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-11-25 06:56:06 +00:00
Harry Mellor
316c8492bf Scheduled removal of guided_* config fields (#29326) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-25 05:24:05 +00:00
Isotr0py
92effb07a4 [Model] Add HunyuanOCR support (#29327) 
Signed-off-by: manayang <jackmanayang@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: sergeywang <sergeywang@tencent.com>
Co-authored-by: manayang <jackmanayang@gmail.com>
Co-authored-by: manayang <manayang@tencent.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-11-25 03:28:51 +00:00
Mark McLoughlin
9cf4edae6e [Metrics] Scheduled removal of deprecated metrics (#29330) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-11-25 11:15:13 +08:00
Pleaplusone
77e10c9cab [Perf][Deepseek] optimize gather_and_maybe_dequant_cache kernel's perf for extremely long sequence (#28029) 
Signed-off-by: ganyi <ygan@amd.com>
 2025-11-24 19:05:46 -07:00
Chen Zhang
71df2a57ef [Hybrid Allocator] Better layer padding strategy for gpt-oss eagle (#29303) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-11-24 14:28:32 -08:00
Nick Hill
84371daf75 [Tests] Verify gpt_oss package is installed in harmony tests (#29336) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-24 22:04:31 +00:00
Chenheli Hua
839c6b7b72 [Multimodal][Qwen3 Omni] Make Qwen3 Omni work with audio-in-video inputs in V1 engine. (#27721) 
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-11-24 19:24:37 +00:00
bnellnm
8f066146c3 [MoE][Refactor] Make select_experts a non-static method (#29067) 
Signed-off-by: Bill Nell <bnell@redhat.com>
 2025-11-24 13:38:04 -05:00
Aydin Abiar
656516c315 [Bugfix] properly handle nested json with llama3 tool parser (#27701) 
Signed-off-by: Aydin Abiar <aydin@anyscale.com>
Signed-off-by: Aydin Abiar <62435714+Aydin-ab@users.noreply.github.com>
Co-authored-by: Aydin Abiar <aydin@anyscale.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2025-11-24 15:28:51 +00:00