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5741 Commits
Author SHA1 Message Date
Richard ZouandGitHub 81fe69cae5 [torch.compile] Stop compiling identical artifacts (#34003) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2026-02-07 05:24:48 -08:00
Cyrus LeungandGitHub edb359cce4 [Renderer] Define render_cmpl and render_chat (#34039) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-07 05:24:40 -08:00
lukecandGitHub 15a0b9e570 Fix spelling errors (#33978) 2026-02-06 23:58:50 -08:00
Cyrus LeungandGitHub 48312e579a [Misc] Make PlaceholderRange.get_num_embeds a method (#34035) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-07 05:30:17 +00:00
IkennaGitHubLuka Govedič
 		906077181b [Bugfix] Fix QK Norm+RoPE fusion pattern matching on B200+FP8 (#33967) 
Signed-off-by: Ikenna <ikennachifo@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-02-07 02:27:33 +00:00
Aaron HaoGitHubRobert Shaw
 		89a385d79f [Feat][RL] Pause and Resume with keep requests for single engine (#32351) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-02-07 00:08:58 +00:00
kourosh hakhamaneshiandGitHub 4a2d00eafd [bugfix] [ROCm] Fix premature CUDA initialization in platform detection (#33941) 
Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
 2026-02-06 16:17:55 -06:00
Sumanth R HegdeandGitHub ae2e93f89b [Fix] Fix logprobs=0 handling for /inference/v1/generate endpoint (#34010) 
Signed-off-by: SumanthRH <sumanthrh99@gmail.com>
 2026-02-06 20:33:40 +00:00
Wentao YeandGitHub 77c09e1130 [Refactor] Remove align block size logic in moe_permute (#33449) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-02-06 10:57:06 -08:00
Seiji EicherandGitHub aca5967416 [KV Connector] Add missing method overrides to MultiConnector (#33292) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
 2026-02-06 12:58:21 -05:00
Cyrus LeungandGitHub cd8b405bd0 [Refactor] Consolidate sequence normalization and enc-dec parsing (#33928) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-06 15:43:47 +00:00
Andreas KaratzasandGitHub 350ca72c04 [ROCm][AITER] Fix AITER import regression for explicit backend selection (#33749) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-02-06 15:08:16 +00:00
Raushan TurganbayGitHubCyrus LeungHarry Mellor
 		85ee1d962b [Bugfix] Fix models and tests for transformers v5 (#33977) 
Signed-off-by: raushan <raushan@huggingface.co>
Signed-off-by: Raushan Turganbay <raushan.turganbay@alumni.nu.edu.kz>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-06 21:47:41 +08:00
Kurt ShusterandGitHub 2991dd3d22 [Bugfix][Model] Support LoRA on Qwen3 Output Embedding (#29816) 
Signed-off-by: kurt <kurt@thinkingmachines.ai>
 2026-02-06 20:25:31 +08:00
Luka GovedičandGitHub ac32e66cf9 [torch.compile] Reorganize vllm/compilation and tests/compile (0/N for vLLM IR) (#33731) 
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>
 2026-02-06 04:19:49 -08:00
Xinyu ChenandGitHub e969a169ef support view_from_cpu_tensor on XPU (#33868) 
Signed-off-by: Xinyu Chen <xinyu1.chen@intel.com>
 2026-02-06 08:34:20 +00:00
chengchengpeiGitHubgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 		965525667b Onboard voyage-4-nano (#33720) 
Signed-off-by: Chengcheng Pei <chengchengpei@outlook.com>
Signed-off-by: chengchengpei <5881383+chengchengpei@users.noreply.github.com>
Co-authored-by: chengchengpei <5881383+chengchengpei@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-02-06 06:23:34 +00:00
Mingliang LiGitHublimingliangDarkLight1337
 		a32cb49b60 feat(frontend): early-fail tokenization guard for user requests (#31366) 
Signed-off-by: limingliang <limingliang@stepfun.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: limingliang <limingliang@stepfun.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-05 19:38:02 -08:00
Xin YangandGitHub 79028d4388 [Perf] Disable clean_logits in deepgemm fp8_mqa_logits kernel (#33568) 2026-02-05 20:34:00 -05:00
emricksini-handGitHub 325ab6b0a8 [Feature] OTEL tracing during loading (#31162) 2026-02-05 16:59:28 -08:00
Hashem HashemiandGitHub d5c4800112 Adds padding and perf improvements to wvSplitK_fp8 (#33527) 
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
 2026-02-05 22:16:02 +00:00
Cyrus LeungandGitHub 116880a5a0 [Bugfix] Make MM batching more robust (#33817) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-05 20:40:58 +00:00
Harry MellorandGitHub 1887acca9e Fix tokenizer test for renamed attr on Transformers v5 (#33902) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-02-05 19:16:20 +00:00
bnellnmGitHubRobert Shaw
 		a57c8228ff [Moe Refactor] Make Inplace Flag for FusedMoEModularKernel part of the constructor (#33375) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-02-05 18:07:18 +00:00
Benjamin ChislettandGitHub af3162d3aa [Spec Decode] Unified Parallel Drafting (#32887) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-02-05 12:37:18 -05:00
Aaron HaoGitHubSumanthRH
 		c1858b7ec8 [Feat][RL][1/2] Native Weight Syncing API: NCCL (#31943) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
Signed-off-by: Aaron Hao <ahao@anyscale.com>
Co-authored-by: SumanthRH <sumanthrh99@gmail.com>
 2026-02-05 12:13:23 -05:00
Mario HongandGitHub 82914d2ae8 [Bugfix] Fix step3p5 parser when using mtp (#33690) 
Signed-off-by: mariohong <mariohong128@gmail.com>
 2026-02-05 16:04:04 +00:00
wang.yuqiandGitHub 1c3a221d3b [Bugfix] Fix corner case of sparse embedding (#33886) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-02-05 02:51:22 -08:00
liranschourGitHubOr OzeriNicolò LucchesiNicolò Lucchesi
 		8322d4e47f Enable Cross layers KV cache layout at NIXL Connector V2 (#33339) 
Signed-off-by: Liran Schour <lirans@il.ibm.com>
Signed-off-by: liranschour <liranschour@users.noreply.github.com>
Co-authored-by: Or Ozeri <or@ozery.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
 2026-02-05 02:17:02 -08:00
Andreas KaratzasGitHubMatthew Wong
 		3e472e81f9 [ROCm][Bugfix][CI] Fix hybrid models and their tests (Mamba/Jamba/Bamba) (#32710) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com>
 2026-02-05 10:01:23 +00:00
Cyrus LeungGitHubwang.yuqi
 		038914b7c8 [Refactor] Move task outside of PoolingParams.verify (#33796) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-02-05 09:33:11 +00:00
Mark McLoughlinandGitHub 2abd97592f [KV Connector][Metrics] Do not count local prefix cache hits in connector queries (#30522) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2026-02-05 09:57:27 +02:00
Andreas KaratzasGitHubwang.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
rasmithandGitHub 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
Nick HillandGitHub add9f1fbd9 [Minor] Include StreamingInput in inputs package (#33856) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-02-05 04:38:20 +00:00
Andreas KaratzasandGitHub 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
Luka GovedičandGitHub 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 BoytsovGitHubCyrus 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 HillandGitHub 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
Richard ZouandGitHub 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
Simon DanielssonandGitHub 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
kourosh hakhamaneshiandGitHub 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
Isotr0pyandGitHub 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
Cyrus LeungandGitHub 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
Or OzeriandGitHub 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
zhanqiuhuandGitHub 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
Frank WangandGitHub 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
R3hankhanandGitHub 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 XiaGitHubAndrew 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
Isotr0pyandGitHub 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