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879 Commits

Author SHA1 Message Date
inkcherry
4505849b30 [ROCm][PD] add moriio kv connector. (#29304) 
Signed-off-by: inkcherry <mingzhi.liu@amd.com>
 2026-01-09 14:01:57 +00:00
Andreas Karatzas
e02706d2d2 [ROCm][CI][V1] Fix nixl_connector test failure and achieve CUDA parity in test_async_scheduling (#32000) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-09 20:48:32 +08:00
Nick Hill
29ce48221c [Cleanup] Remove obsolete spec decoding compatibility logic (#32003) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-01-09 05:44:18 +00:00
zhrrr
8ff4a99566 [Async][Feat] support apply penalty or bad_words for async + spec (#30495) 
Signed-off-by: zhuhaoran <zhuhaoran.zhr@alibaba-inc.com>
Signed-off-by: izhuhaoran <izhuhaoran@qq.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-01-09 02:31:50 +00:00
Nick Hill
11cec296dd [BugFix] Add spec-decode-incompatible request param validation (#31982) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-01-09 00:08:21 +00:00
Lucas Wilkinson
6cdf015c3c [Misc] Fix Current vLLM config is not set. warnings, assert to avoid issues in the future (#31747) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-01-08 15:20:49 -08:00
Ryan Rock
8cbdc7eb94 [CI/Build] Enable test_kv_cache_events_dp for AMD (#31834) 
Signed-off-by: Ryan Rock <ryan.rock@amd.com>
 2026-01-08 09:00:24 +00:00
Lumosis
b634e619bb Decouple page_size_bytes calculation in AttentionSpec for TPU/RPA Compatibility. (#31635) 
Signed-off-by: Lihao Ran <imlihao.ran@gmail.com>
Signed-off-by: Lumosis <30372757+Lumosis@users.noreply.github.com>
 2026-01-08 09:00:07 +00:00
Andreas Karatzas
5f2a473ff3 [ROCm][CI] v1 cpu offloading attention backend fix (#31833) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-08 14:37:50 +08:00
Andreas Karatzas
087a138963 [ROCm][CI] Fix attention backend test flakiness from uninitialized KV cache memory (#31928) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-01-08 04:35:25 +00:00
Richard Zou
a79079feef [BugFix] Fix flakiness in test_eagle_dp for PyTorch 2.10 (#31915) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2026-01-08 04:04:58 +00:00
Nick Hill
10ef65eded [BugFix] Fix bad words with speculative decoding (#31908) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-01-07 15:46:42 -05:00
Kfir Toledo
b89443b8d9 [KVConnector]: Enable Cross-layers KV cache layout for MultiConnector (#30761) 
Signed-off-by: Kfir Toledo <kfir.toledo@ibm.com>
 2026-01-07 16:59:43 +00:00
weiyu
e7596371a4 [Refactor][TPU] Remove torch_xla path and use tpu-inference (#30808) 
Signed-off-by: Wei-Yu Lin <weiyulin@google.com>
Signed-off-by: weiyu <62784299+weiyu0824@users.noreply.github.com>
 2026-01-07 16:07:16 +08:00
Benjamin Chislett
f7008ce1c4 [Perf] Async Scheduling + Speculative Decoding + Structured Outputs (#29821) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-01-06 18:50:37 +00:00
Lucas Wilkinson
e0327c9db2 [Attention][1/n] Remove usage of deprecated seq_lens_cpu and num_computed_tokens_cpu CommonAttentionMetadata properties (#31773) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-01-06 04:05:17 -08:00
John Calderon
2f4e6548ef [Bugfix] vLLM produces invalid UTF-8 tokens and “�” (#28874) 
Signed-off-by: John Calderon <jcalderon@nvidia.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-01-06 00:23:00 +00:00
Wentao Ye
af9a7ec255 [Bug] Revert torch warning fix (#31585) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-01-05 22:31:21 +00:00
Nick Hill
32f4e4db00 [Cleanup] Remove deprecated fields from CachedRequestData class (#31734) 
Signed-off-by: njhill <nickhill123@gmail.com>
 2026-01-05 21:07:14 +00:00
Or Ozeri
d8e38d4939 Triton Attention: Support cross-layers blocks (#30687) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2026-01-05 19:29:16 +00:00
Isotr0py
6aa5b18e1d [v1] Add encoder-only/cross attention support to Triton Attention backend (#31406) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2026-01-06 00:00:23 +08:00
wangxiyuan
bb4337b34c [Platform] Deprecate seed_everything (#31659) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2026-01-04 18:34:04 -08:00
Xingyu Liu
0eee877f67 [Core] Parse vLLM engine required fields from hf_config to model_arch_config (#28454) 
Signed-off-by: Xingyu Liu <charlotteliu12x@gmail.com>
Signed-off-by: Xingyu Liu <38244988+charlotte12l@users.noreply.github.com>
 2026-01-02 15:13:15 -08:00
Nick Hill
bd877162eb [BugFix] Support online dense model DP without overhead (#30739) 
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: njhill <nickhill123@gmail.com>
 2026-01-02 23:36:38 +08:00
Nicolò Lucchesi
ab1af6aa3e [CI][NIXL] Split DPEP tests (#31491) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-12-30 07:26:12 -05:00
Sage
39512aba72 [Prefix Cache] Include lora_name in BlockStored event for deterministic KV-cache reconstruction (#27577) 
Signed-off-by: Sage Ahrac <sagiahrak@gmail.com>
Co-authored-by: Sage <80211083+sagiahrac@users.noreply.github.com>
 2025-12-30 00:17:16 +00:00
Alexei-V-Ivanov-AMD
d63b969675 [CI/ROCm] Fixing "V1 Test attention (H100)" test group. (#31187) 
Signed-off-by: DCCS-4560 <alivanov@chi-mi325x-pod1-108.ord.vultr.cpe.ice.amd.com>
Signed-off-by: <>
Co-authored-by: DCCS-4560 <alivanov@chi-mi325x-pod1-108.ord.vultr.cpe.ice.amd.com>
Co-authored-by: root <root@chi-mi325x-pod1-108.ord.vultr.cpe.ice.amd.com>
 2025-12-29 16:53:59 -05:00
Yifan Qiao
52bf066516 [Core][Hybrid allocator + connector] Support hybrid allocator + kv cache connector (#30166) 
Signed-off-by: Yifan Qiao <yifanqiao@berkeley.edu>
Co-authored-by: KuntaiDu <kuntai@uchicago.edu>
 2025-12-26 18:25:46 -08:00
Kunshang Ji
5326c89803 [XPU][CI]skip test_preprocess_error_handling due to fork/spawn issue (#31381) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
 2025-12-26 21:40:44 +00:00
Nick Hill
81786c8774 [BugFix] Fix async scheduling + reasoning with struct output (#31332) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2025-12-25 23:01:02 +00:00
Richard Zou
254f6b9867 [Bugfix] Fix eagle dp tests on A100 (#31241) 
Signed-off-by: Richard Zou <zou3519@gmail.com>
 2025-12-25 00:05:04 +00:00
Cyrus Leung
aa3868ecfe [Chore] Remove unused noqas (#31263) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-24 05:38:46 -08:00
Michael Goin
8ee90c83f8 Add --max-model-len auto to auto-fit context to available memory (#29431) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-12-23 21:37:14 -08:00
Chen Zhang
538e830caa [KVEvent] User request.block_hash for parent block_hash (#30544) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: Yifan Qiao <yifanqiao@berkeley.edu>
Co-authored-by: Yifan Qiao <yifanqiao@berkeley.edu>
 2025-12-23 18:23:43 -08:00
Mark McLoughlin
f790068600 [Core] Add a random suffix to frontend-provided request IDs (#27987) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-12-23 13:05:39 -08:00
Cyrus Leung
bb62dda2c3 [Misc] Introduce encode_*_url utility function (#31208) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-23 13:45:21 +00:00
Pavani Majety
3e10262356 Revert "[SM100] Enable fp8 compute for prefill MLA (#30746)" (#31197) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
 2025-12-22 18:15:33 -08:00
Divakar Verma
78e5e62bbf [AMD][CI] fix v1/engine test_preprocess_error_handling (#31192) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2025-12-23 01:28:19 +00:00
Lucas Wilkinson
de71747655 [SpecDecode] Simplified alternative padded-speculation acceptance rate fix (#29845) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-12-22 13:06:10 -08:00
Pavani Majety
b10f41c894 [SM100] Enable fp8 compute for prefill MLA (#30746) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
 2025-12-22 19:15:57 +00:00
Seiji Eicher
1ab5213531 Make engine core client handshake timeout configurable (#27444) 
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
 2025-12-19 20:38:30 +00:00
Nick Hill
2ac85a4544 [BugFix] Fix logprobs with spec decode and modified logits (#30846) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-12-18 19:58:28 -08:00
Nick Hill
45c0526ac9 [BugFix] Handle errors when preprocessing added requests (#30895) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-12-19 01:29:11 +00:00
Elizabeth Thomas
41b6f9200f Remove all2all backend envvar (#30363) 
Signed-off-by: Elizabeth Thomas <email2eliza@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-18 19:46:28 +00:00
Isotr0py
700a5ad6c6 [MM Encoder]: Migrate legacy ViT MultiHeadAttention to new MMEncoderAttention interface (#30684) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-12-19 02:04:19 +08:00
inkcherry
500f26e6d3 [Bugfix] fix DP-aware routing in OpenAI API requests (#29002) 
Signed-off-by: inkcherry <mingzhi.liu@amd.com>
 2025-12-18 09:50:42 -08:00
Nicolò Lucchesi
bc3700e0cd [NIXL] Support P tensor-parallel-size > D tensor-parallel-size (#27274) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-12-18 11:53:30 +08:00
Micah Williamson
fd8afdf38d [ROCm][CI] Reduce Flakiness For test_async_scheduling Using ROCM_ATTN With FP32 (#30811) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2025-12-18 10:27:37 +08:00
SungMinCho
a0b782f9cc [Metrics] Model FLOPs Utilization estimation (#30738) 
Signed-off-by: SungMinCho <tjdals4565@gmail.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
 2025-12-18 01:40:51 +00:00
Matthew Bonanni
7eb6cb6c18 [Attention] Update tests to remove deprecated env vars (#30563) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-12-17 09:49:59 -08:00