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66652e8082b69ba7d1e6aca7c234433de55f1b9b
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Author SHA1 Message Date
Lumosis
66652e8082 [BugFix] Assign page_size_padded when unifying kv cache spec. (#32283) 
Signed-off-by: Lihao Ran <imlihao.ran@gmail.com>
 2026-01-14 20:10:01 +00:00
vllmellm
e27078ea80 [Bugfix][ROCm][performance] Resolve the performance regression issue of the Qwen3-Next-80B-A3B-Thinking under rocm_atten (#32336) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2026-01-14 19:32:48 +00:00
Aleksandr Samarin
d084e9fca7 [MODEL] Fix handling of multiple channels for gpt-oss with speculative decoding (#26291) 
Signed-off-by: Aleksandr Samarin <astrlrd@nebius.com>
Signed-off-by: southfreebird <yvorott@gmail.com>
Co-authored-by: southfreebird <yvorott@gmail.com>
 2026-01-14 13:20:52 -05:00
qli88
3a612322eb [CI] Move rixl/ucx from Dockerfile.rocm_base to Dockerfile.rocm (#32295) 
Signed-off-by: Qiang Li <qiang.li2@amd.com>
 2026-01-14 16:53:36 +00:00
Cyrus Leung
9ea07b41da [1/N] Reorganize multimodal processing code (#32327) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-14 15:25:31 +00:00
Ning Xie
552b262936 rename tokenize serving api request id prefix to tokenize (#32328) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2026-01-14 14:52:20 +00:00
Chauncey
00e6402d56 [Frontend] track responsesAPI server_load (#32323) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-01-14 12:00:37 +00:00
Shanshan Shen
ce0946249d [Misc] Make mem utils can be reused by other platforms (#32322) 
Signed-off-by: shen-shanshan <467638484@qq.com>
 2026-01-14 03:46:01 -08:00
Cyrus Leung
3f28174c6a [Frontend] Standardize use of create_error_response (#32319) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-14 11:22:26 +00:00
Chauncey
769d0629e1 [Refactor] [9/N] to simplify the vLLM openai translations serving ar chitecture (#32313) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-01-14 10:20:58 +00:00
Cyrus Leung
90db5b31e4 [Refactor] Move top-level dummy data generation to registry (#32310) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-14 02:17:46 -08:00
Roger Wang
b8199f6049 [Model] Re-implement Qwen3Omni Audio Encoder (#32167) 
Signed-off-by: Roger Wang <hey@rogerw.io>
 2026-01-14 15:40:30 +08:00
sangho.lee
7e6f123810 Add Molmo2 multimodal model support (#30997) 
Signed-off-by: sanghol <sanghol@allenai.org>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-14 15:33:09 +08:00
Chauncey
9312a6c03a [Refactor] [8/N] to simplify the vLLM openai responsesapi_serving architecture (#32260) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-01-14 07:26:24 +00:00
Michael Goin
6388b50058 [Docs] Add docs about OOT Quantization Plugins (#32035) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-01-14 15:25:45 +08:00
Hongxia Yang
048bb59728 AMD CI Test - unskip moe_sum test and moe_align_block_size tests (#32039) 
Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
 2026-01-13 23:25:10 -08:00
Angela Yi
7933638051 [misc] Remove is_torch_equal_or_newer(2.4) cases (#32296) 
Signed-off-by: angelayi <yiangela7@gmail.com>
 2026-01-13 23:22:07 -08:00
David
6b176095e3 [Build] Relax anthropic version pin from ==0.71.0 to >=0.71.0 (#32289) 
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-01-13 23:21:39 -08:00
Andreas Karatzas
9d0d7f48d5 [ROCm][CI] Handle missing vision_config in Isaac model attention patch (#32281) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-14 07:21:26 +00:00
Yi Liu
50632adc58 Consolidate Intel Quantization Toolkit Integration in vLLM (#31716) 
Signed-off-by: yiliu30 <yi4.liu@intel.com>
 2026-01-14 07:11:30 +00:00
Micah Williamson
6fa6e7ef0c [ROCm][CI] Disable Async Scheduling For Qwen3-Next-80B-A3B-Instruct MTP Async EPLB Accuracy Test (#32275) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2026-01-14 13:29:42 +08:00
Woosuk Kwon
90c0836902 [Model Runner V2] Refactor Sampler (#32245) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2026-01-13 17:58:12 -08:00
Roberto L. Castro
8ef50d9a6b [Kernel][Performance] Enable smaller Scaling Factor tiling for NVFP4 small-batch decoding (#30885) 
Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
 2026-01-13 15:22:53 -08:00
emricksini-h
2a60ac91d0 [Improvement] Persist CUDA compat libraries paths to prevent reset on apt-get (#30784) 
Signed-off-by: emricksini-h <emrick.birivoutin@hcompany.ai>
 2026-01-13 14:35:05 -08:00
Michael Goin
9e65bb4ef4 Add mergify label job for "bug" in PR titles (#31980) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-01-13 14:28:19 -08:00
Simon Mo
0db574b185 [Build] Add scripts for cherry-picking and trigger build (#32282) 
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
 2026-01-13 13:21:05 -08:00
HappyAmazonian
2f4a71daf2 [Misc] Add In-Container restart capability through supervisord for sagemaker entrypoint (#28502) 
Signed-off-by: Shen Teng <sheteng@amazon.com>
Signed-off-by: HappyAmazonian <91216626+HappyAmazonian@users.noreply.github.com>
 2026-01-13 13:06:10 -08:00
Rabi Mishra
69f8a0ea37 fix(rocm): Use refresh_env_variables() for rocm_aiter_ops in test_moe (#31711) 
Signed-off-by: rabi <ramishra@redhat.com>
 2026-01-13 19:11:54 +00:00
Wentao Ye
f28125d87b [Perf] Optimize grouped topk kernel, 1.2%~2% E2E Throughput improvement (#32058) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-01-13 10:58:18 -08:00
Dmitry Tokarev
46f8c6b725 Fix CUDA 13 wheel installation doc (#32276) 
Signed-off-by: Dmitry Tokarev <dtokarev@nvidia.com>
 2026-01-13 10:48:37 -08:00
Andrew Xia
af54d2e2d0 [responseAPI] support partial message generation (#32100) 
Signed-off-by: Andrew Xia <axia@fb.com>
Signed-off-by: Andrew Xia <mitandrewxia@gmail.com>
Signed-off-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
Co-authored-by: Andrew Xia <axia@fb.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
 2026-01-13 10:41:26 -08:00
Sage Moore
6beef12b9b [EPLB][Cleanup] Remove is_async_enabled from EplbModelState (#32050) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
 2026-01-13 18:19:03 +00:00
Mark McLoughlin
ab74b2a27a [Trivial] Remove duplicate enable_mfu_metrics (#32246) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2026-01-14 01:09:23 +08:00
Matthew Bonanni
2263d44b68 [4/N][Attention] Move MLA common to model_executor (#32060) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-01-13 09:08:45 -08:00
Mathis Felardos
4f3676e726 nixl_connector: export UCX_MEM_MMAP_HOOK_MODE=none to avoid a UCX memory leak (#32181) 
Signed-off-by: Mathis Felardos <mathis@mistral.ai>
 2026-01-13 16:21:10 +00:00
Martin Hickey
510265472c [BugFix] [KVConnector] Fix KV events for LMCache connector (#32169) 
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-01-13 15:50:34 +00:00
Chauncey
4f02cb2eac [Refactor] [7/N] to simplify the vLLM lora serving architecture (#32251) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-01-13 15:37:34 +00:00
Cyrus Leung
252c011012 [Refactor] Remove MultiModalProfiler (#32254) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-13 15:10:20 +00:00
Matthew Bonanni
98f60e5acb [6/N][Attention] Move utils to more appropriate locations (#32215) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-13 05:38:52 -08:00
Chauncey
fefce49807 [Refactor] [6/N] to simplify the vLLM openai chat_completion serving architecture (#32240) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-01-13 13:01:39 +00:00
Mickaël Seznec
a5bbbd2f24 [Quantization] fix: overflow with static per-tensor scaling (#29867) 
Signed-off-by: Mickael Seznec <mickael@mistral.ai>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2026-01-13 12:56:01 +00:00
Nicolò Lucchesi
8c8653b672 [Docs] Nixl Usage recommend fail kv_load_failure_policy (#32198) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2026-01-13 12:51:57 +00:00
Cyrus Leung
232214b2ae [Bugfix] Replace PoolingParams.normalize with use_activation (#32243) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-13 10:45:42 +00:00
Cyrus Leung
eb28e8068d [Refactor] Remove get_encoder_dummy_data (#32241) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-13 09:21:23 +00:00
YunzhuLu
542a4059b2 [Model] Use mm_position to compute mrope positions for Qwen2-VL/2.5-VL (#32126) 
Signed-off-by: YunzhuLu <lucia.yunzhu@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-13 09:04:29 +00:00
Andreas Karatzas
df7e12715f [ROCm][CI] Fix engine core client tests for ROCm spawn multiprocessing (#32061) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-13 15:14:30 +08:00
Roy Wang
44c34f22d9 [Doc] Update installation from source command (#32239) 
Signed-off-by: esmeetu <jasonailu87@gmail.com>
 2026-01-12 23:10:27 -08:00
Xingyu Liu
80221e1884 [BugFix]Fix eagle draft_model_config and add tests (#31753) 
Signed-off-by: Xingyu Liu <charlotteliu12x@gmail.com>
 2026-01-12 23:09:36 -08:00
Andreas Karatzas
5e714f7ff4 [ROCm][CI] Fix HuggingFace flash_attention_2 accuracy issue in Isaac vision encoder (#32233) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-12 22:33:59 -08:00
Andreas Karatzas
11b6af5280 [ROCm][Bugfix] Fix Mamba batched decode producing incorrect output (#32099) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
v0.14.0rc1 		2026-01-13 05:46:53 +00:00