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Author SHA1 Message Date
Andreas Karatzasandwang.yuqi 1f70313e59 [Bugfix] Fix ScoreMultiModalParam multi-document scoring returning single result (#33837) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-02-05 06:17:00 +00:00
Li, Jiang 07daee132b [CI/Build] Parallelize CPU CI tests (#33778) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2026-02-05 13:53:48 +08:00
Andrew XiaandAndrew Xia 9595afda18 [2/N] move responses/serving _make_response_output_items logic to parser (#33281) 
Signed-off-by: Andrew Xia <axia@fb.com>
Signed-off-by: Andrew Xia <axia@meta.com>
Co-authored-by: Andrew Xia <axia@fb.com>
 2026-02-05 13:46:15 +08:00
rasmith c1395f72cd [CI][AMD][BugFix] Ensure VLLM_ROCM_USE_AITER is set so test_rocm_aiter_topk.py can run correctly (#33840) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2026-02-05 05:05:48 +00:00
rinbaro 007b183d74 [docs] fix unintentional misspellings (#33863) 
Signed-off-by: rinbaro <ilgomishra@gmail.com>
 2026-02-04 20:50:59 -08:00
Nick Hill add9f1fbd9 [Minor] Include StreamingInput in inputs package (#33856) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-02-05 04:38:20 +00:00
Luka Govedič e3bf79ffa0 Revert "[Attention][FA3] Update FA3 to include new swizzle optimization" (#33841) 2026-02-04 19:54:27 -08:00
Andreas Karatzas fb1270f1f8 [CI][Bugfix]: return McpCall for built-in MCP tools in non-streaming mode (#32762) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-05 11:14:06 +08:00
Kevin H. Luu 72bb24e2db [release] Minor fixes to release annotation (#33849) 
Signed-off-by: Kevin H. Luu <khluu000@gmail.com>
 2026-02-05 02:07:35 +00:00
Chauncey a7be77beef [Bugfix] fix DeepSeek R1 with CUTLASS MLA Broken on B200 (#33637) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-02-05 01:28:36 +00:00
zhanqiuhu bbe0574d8e [Bugfix] Disable TRTLLM attention when KV transfer is enabled (#33192) 
Signed-off-by: Zhanqiu Hu <zh338@cornell.edu>
 2026-02-05 00:49:18 +00:00
Luka Govedič 4d9513537d [CI][torch.compile] Reduce e2e fusion test time (#33293) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: ProExpertProg <luka.govedic@gmail.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-02-04 19:09:03 -05:00
Ilya BoytsovCyrus Leungwang.yuqi
 		439afa4eea feat: Add ColBERT late interaction model support (#33686) 
Signed-off-by: Ilya Boytsov <ilyaboytsov1805@gmail.com>
Signed-off-by: Ilya Boytsov <boytsovpanamera@mail.ru>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-02-05 08:05:13 +08:00
Nick Hill fa4e0fb028 [Core] Don't schedule spec tokens with prefill chunks (#33652) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-02-04 23:40:22 +00:00
Sage MooreandRobert Shaw ce498a6d61 Change the type signature of MixtureOfExperts.expert_weights to MutableSequence[Sequence[Tensor]] (#33573) 
Signed-off-by: Sage Moore <sagmoore@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-02-04 17:02:46 -05:00
Richard Zou 9f14c9224d Revert "[torch.compile] Significantly speed up cold start times" (#33820) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2026-02-04 21:59:59 +00:00
Muhammad HashmiandNickLucche 535de06cb1 [Model] Add transcription support for Qwen3-Omni (#29828) 
Signed-off-by: Muhammad Hashmi <mhashmi@berkeley.edu>
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
 2026-02-04 21:17:47 +00:00
Simon Danielsson 4292c90a2a [Bugfix] Support RotaryEmbedding CustomOp for gpt-oss (#33800) 
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
 2026-02-04 20:17:41 +00:00
Taeksang Kim 6e98f6d8b6 Implement zero-copy GQA for multimodal and CPU (#33732) 
Signed-off-by: Taeksang Kim <ts.kim@hyperaccel.ai>
 2026-02-04 20:11:39 +00:00
kourosh hakhamaneshi 2f6d17cb2f [rocm][ray] Fix: Unify Ray device visibility handling across CUDA and ROCm (#33308) 
Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
 2026-02-04 10:09:14 -08:00
Isotr0py 192ad4648b [Bugfix] Fix interns1-pro initialization and PP (#33793) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-04 17:54:45 +00:00
Lucas Wilkinson 0e92298622 [Misc] Delay deprecation of CommonAttentionMetadata properties (#33801) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-02-04 08:41:57 -08:00
jiangkuaixue123 87d9a26166 [Bugfix] Fix ubatch wrapper num_tokens calculate (#33694) 
Signed-off-by: jiangkuaixue123 <jiangxiaozhou111@163.com>
 2026-02-04 16:41:45 +00:00
Cyrus Leung 80f921ba4b [Bugfix] Fix normalize still being passed to PoolerConfig (#33794) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-04 23:56:02 +08:00
Wentao YeandNick Hill 711edaf0d0 [Perf] Optimize spec decoding + async scheduling, 1.5% Throughput improvement (#33612) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2026-02-04 09:34:32 -05:00
Micah Williamson 1d367a738e [Bugfix][ROCm] Include float8_e4m3fnuz in NCCL Dtype Dispatching (#33713) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2026-02-04 05:36:29 -08:00
Cyrus Leungzaristei2Zachary Aristei
 		32a02c7ca2 Apply #33621 to main (#33758) 
Signed-off-by: Zachary Aristei <zaristei@nvidia.com>
Co-authored-by: zaristei2 <zaristei2@gmail.com>
Co-authored-by: Zachary Aristei <zaristei@nvidia.com>
 2026-02-04 05:35:39 -08:00
Chauncey f67ee8b859 [Perf] Optimize chat completion streaming performance (#33782) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2026-02-04 12:30:36 +00:00
Cyrus Leung e57ef99b40 [Model] Apply #32631 for recent models (#33785) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-04 12:23:01 +00:00
Yueqian LinandRoger Wang f8516a1ab9 [Bugfix][Model] Fix audio-in-video support for Qwen2.5-Omni and Qwen3-Omni (#33605) 
Signed-off-by: linyueqian <linyueqian@outlook.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-02-04 12:15:29 +00:00
Vadim Gimpelson 824058076c [PERF] Change GDN Attention State Layout from [N, HV, K, V] to [N, HV, V, K] (#33291) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
 2026-02-04 11:20:52 +00:00
Or Ozeri 8e32690869 [KV Connector][BugFix] scheduler: Delay freeing blocks of aborted async loads (#32255) 
Fixes a not-yet-reported case where it was possible for blocks to be
freed by an abort before an async transfer completed, resulting
in corrupted KV data.

Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2026-02-04 11:16:34 +00:00
Zhengxu Chen a208439537 [compile] Remove runner type from ignored caching factor list. (#33712) 
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
 2026-02-04 10:56:45 +00:00
Zhengxu Chen bcd2f74c0d [compile] Clean up AOT compile bypass on evaluate_guards. (#33578) 
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
 2026-02-04 02:12:53 -08:00
Kunshang Ji f79f777803 [XPU][2/N] add support unquantized moe support for xpu (#33659) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-02-04 02:12:25 -08:00
Augusto Yao 4c8d1bf361 use ORJSONResponse when available to improve the efficiency of request process (#33548) 
Signed-off-by: augusto.yjh <augusto.yjh@antgroup.com>
 2026-02-04 10:04:11 +00:00
Kunshang Ji 061da6bcf7 [XPU] remove common path warning log (#33769) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-02-04 16:40:17 +08:00
zhanqiuhu 4403e3ed4c [Metrics] Add labeled prompt token metrics for P/D disaggregation (#33290) 
Add labeled Prometheus metrics to distinguish where prompt tokens come
from in P/D disaggregated deployments.

In P/D disaggregation, decode instances receive KV cache from prefill instances.
Currently, decode reports inflated prompt throughput because it counts all
prompt tokens as "computed", even though most were transferred.

This PR adds labeled metrics so users can understand actual compute work vs
transferred work:

vllm:prompt_tokens_by_source_total{source="local_compute"}        # Tokens prefilled locally
vllm:prompt_tokens_by_source_total{source="external_kv_transfer"} # Tokens received via KV transfer  
vllm:prompt_tokens_by_source_total{source="local_cache_hit"}      # Tokens from local prefix cache
vllm:prompt_tokens_cached_total                                    # Total cached (local + external, -1 when all 

Signed-off-by: Zhanqiu Hu <zh338@cornell.edu>
 2026-02-04 07:46:48 +00:00
Matt 08e094997e [Hardware][AMD][CI] Refactor AMD tests to properly use BuildKite parallelism (#32745) 
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
 2026-02-04 14:51:33 +08:00
Wentao Ye d88a1df699 [Deprecation] Deprecate profiling envs (#33722) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-02-04 05:58:21 +00:00
Cyrus Leung 90d74ebaa4 [Deprecation] Remove _get_data_parser in MM processor (#33757) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-04 05:51:52 +00:00
Frank Wang 45f8fd6f97 [Feature] Enable TRITON_ATTN for Batch Invariance (#33688) 
Signed-off-by: frankwang28 <frank.wbb@hotmail.com>
 2026-02-04 13:27:34 +08:00
Wentao Ye 5e1e0a0fbd [Refactor] Remove unused dead code (#33718) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-02-03 21:25:11 -08:00
Michael Goin eb5ed20743 [Bugfix] Define router_logits_dtype for remaining MoE models (#33737) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-02-04 13:24:14 +08:00
Huy Do 2647163674 Save startup benchmark results as a list of values (#33629) 
Signed-off-by: Huy Do <huydhn@gmail.com>
 2026-02-03 20:37:51 -08:00
Shanshan Shen 9fb27dd3b3 [MM] Align the prefix of MMEncoderAttention with Attention (#33750) 
Signed-off-by: shen-shanshan <467638484@qq.com>
 2026-02-04 04:07:30 +00:00
R3hankhan 4dffc5e044 [CPU] Split attention dispatch by head_dim alignment (#32161) 
Signed-off-by: Rehan Khan <Rehan.Khan7@ibm.com>
 2026-02-03 19:37:15 -08:00
Andrew XiaandAndrew Xia e1bf04b6c2 [1/N] Initial Implementation of Parser for ResponsesAPI (#32712) 
Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>
 2026-02-04 10:59:03 +08:00
Isotr0py 02080179a3 [Bugfix] Fix torchrun PP broadcast deadlock with async scheduling (#33701) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-02-04 02:17:37 +00:00
wang.yuqi 1b8fe6f7c4 [Frontend][4/n] Make pooling entrypoints request schema consensus | ScoreRequest (#33060) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-02-04 01:48:40 +00:00